https://github.com/shaohua0116/ICLR2019-OpenReviewData
Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
https://github.com/shaohua0116/ICLR2019-OpenReviewData
crawler crawling-python openreview tutorial
Last synced: 5 months ago
JSON representation
Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
- Host: GitHub
- URL: https://github.com/shaohua0116/ICLR2019-OpenReviewData
- Owner: shaohua0116
- License: mit
- Created: 2018-11-06T11:44:59.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-12-05T19:33:11.000Z (over 5 years ago)
- Last Synced: 2024-08-08T23:18:50.722Z (9 months ago)
- Topics: crawler, crawling-python, openreview, tutorial
- Language: Jupyter Notebook
- Homepage:
- Size: 54.4 MB
- Stars: 388
- Watchers: 9
- Forks: 33
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Crawl and Visualize ICLR 2019 OpenReview Data
## Descriptions
This Jupyter Notebook contains the data and visualizations that are crawled ICLR 2019 OpenReview webpages. All the crawled data (sorted by the average ratings) can be found [here](#Data). The accepted papers have an average rating of 6.611 and 4.716 for rejected papers. The distributions are plotted as follows.
## Prerequisites
- Python3.5
- [selenium](https://selenium-python.readthedocs.io/)
- [pyvirtualdisplay](https://pypi.org/project/PyVirtualDisplay/) (run on a headless device)
- [wordcloud](https://pypi.org/project/wordcloud/)
- [imageio](https://imageio.github.io/)
## Visualizations
The word clouds formed by keywords of submissions show the hot topics including **reinforcement learning**, **generative adversarial networks**, **generative models**, **imitation learning**, **representation learning**, etc.
This figure is plotted with python [word cloud generator](https://github.com/amueller/word_cloud)
```python
from wordcloud import WordCloud
wordcloud = WordCloud(max_font_size=64, max_words=160,
width=1280, height=640,
background_color="black").generate(' '.join(keywords))
plt.figure(figsize=(16, 8))
plt.imshow(wordcloud, interpolation="bilinear")
plt.axis("off")
plt.show()
```
The distributions of reviewer ratings center around 5 to 6 (mean: 5.15).
You can compute how many papers are beaten by yours with
```python
def PR(rating_mean, your_rating):
pr = np.sum(your_rating >= np.array(rating_mean))/len(rating_mean)*100
return pr
my_rating = (5+6+7)/3 # your average rating here
print('Your papar beats {:.2f}% of submission '
'(well, jsut based on the ratings...)'.format(PR(rating_mean, my_rating)))
# ICLR 2017: accept rate 39.1% (198/507) (15 orals and 183 posters)
# ICLR 2018: accept rate 32% (314/981) (23 orals and 291 posters)
# ICLR 2018: accept rate ?% (?/1580)
```
The top 50 common keywords and their frequency.
The average reviewer ratings and the frequency of keywords indicate that to maximize your chance to get higher ratings would be using the keywords such as **theory**, **robustness**, or **graph neural network**.
## How it works
See [How to install Selenium and ChromeDriver on Ubuntu](#Install).
To crawl data from dynamic websites such as OpenReview, a headless web simulator is created by
```
from selenium import webdriver
from selenium.webdriver.chrome.options import Options
executable_path = '/Users/waltersun/Desktop/chromedriver' # path to your executable browser
options = Options()
options.add_argument("--headless")
browser = webdriver.Chrome(options=options, executable_path=executable_path)
```
Then, we can get the content of a webpage
```
browser.get(url)
```
To know what content we can crawl, we will need to inspect the webpage layout.
I chose to get the content by
```
key = browser.find_elements_by_class_name("note_content_field")
value = browser.find_elements_by_class_name("note_content_value")
```
The data includes the abstract, keywords, TL; DR, comments.
## Installing Selenium and ChromeDriver on Ubuntu
The following content is hugely borrowed from a nice [post](https://christopher.su/2015/selenium-chromedriver-ubuntu/) written by Christopher Su.
- Install Google Chrome for Debian/Ubuntu
```
sudo apt-get install libxss1 libappindicator1 libindicator7
wget https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb
sudo dpkg -i google-chrome*.deb
sudo apt-get install -f
```
- Install `xvfb` to run Chrome on a headless device
```
sudo apt-get install xvfb
```
- Install ChromeDriver for 64-bit Linux
```
sudo apt-get install unzip # If you don't have unzip package
wget -N http://chromedriver.storage.googleapis.com/2.26/chromedriver_linux64.zip
unzip chromedriver_linux64.zip
chmod +x chromedriver
sudo mv -f chromedriver /usr/local/share/chromedriver
sudo ln -s /usr/local/share/chromedriver /usr/local/bin/chromedriver
sudo ln -s /usr/local/share/chromedriver /usr/bin/chromedriver
```
If your system is 32-bit, please find the ChromeDriver releases [here](http://chromedriver.storage.googleapis.com/) and modify the above download command.
- Install Python dependencies (Selenium and pyvirtualdisplay)
```
pip install pyvirtualdisplay selenium
```
- Test your setup in Python
```python
from pyvirtualdisplay import Display
from selenium import webdriver
display = Display(visible=0, size=(1024, 1024))
display.start()
browser = webdriver.Chrome()
browser.get('http://shaohua0116.github.io/')
print(browser.title)
print(browser.find_element_by_class_name('bio').text)
```
## All ICLR 2019 OpenReview data
Collected at 2019-12-05 11:31:13.692315
Number of submissions: 1579 (withdrawn submissions: 0)
| Rank | Average Rating | Title | Ratings | Variance | Decision |
| --- | --- | --- | --- | --- | --- |
| 1 | 8.67 | [Generating High Fidelity Images With Subscale Pixel Networks And Multidimensional Upscaling](https://openreview.net/forum?id=HylzTiC5Km) | 7, 10, 9 | 1.25 | Accept (Oral) |
| 2 | 8.67 | [Alista: Analytic Weights Are As Good As Learned Weights In Lista](https://openreview.net/forum?id=B1lnzn0ctQ) | 10, 7, 9 | 1.25 | Accept (Poster) |
| 3 | 8.33 | [Benchmarking Neural Network Robustness To Common Corruptions And Perturbations](https://openreview.net/forum?id=HJz6tiCqYm) | 7, 9, 9 | 0.94 | Accept (Poster) |
| 4 | 8.33 | [On Random Deep Weight-tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, And Implications To Training](https://openreview.net/forum?id=HJx54i05tX) | 9, 8, 8 | 0.47 | Accept (Oral) |
| 5 | 8.00 | [Posterior Attention Models For Sequence To Sequence Learning](https://openreview.net/forum?id=BkltNhC9FX) | 8, 9, 7 | 0.82 | Accept (Poster) |
| 6 | 8.00 | [Pay Less Attention With Lightweight And Dynamic Convolutions](https://openreview.net/forum?id=SkVhlh09tX) | 8, 8, 8 | 0.00 | Accept (Oral) |
| 7 | 8.00 | [Slimmable Neural Networks](https://openreview.net/forum?id=H1gMCsAqY7) | 8, 9, 7 | 0.82 | Accept (Poster) |
| 8 | 8.00 | [A Unified Theory Of Early Visual Representations From Retina To Cortex Through Anatomically Constrained Deep Cnns](https://openreview.net/forum?id=S1xq3oR5tQ) | 8, 8, 8 | 0.00 | Accept (Oral) |
| 9 | 8.00 | [Ordered Neurons: Integrating Tree Structures Into Recurrent Neural Networks](https://openreview.net/forum?id=B1l6qiR5F7) | 9, 7, 8 | 0.82 | Accept (Oral) |
| 10 | 8.00 | [Temporal Difference Variational Auto-encoder](https://openreview.net/forum?id=S1x4ghC9tQ) | 8, 9, 7 | 0.82 | Accept (Oral) |
| 11 | 8.00 | [Enabling Factorized Piano Music Modeling And Generation With The Maestro Dataset](https://openreview.net/forum?id=r1lYRjC9F7) | 8, 8, 8 | 0.00 | Accept (Oral) |
| 12 | 8.00 | [Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse Rl, And Gans By Constraining Information Flow](https://openreview.net/forum?id=HyxPx3R9tm) | 6, 10, 8 | 1.63 | Accept (Poster) |
| 13 | 8.00 | [Near-optimal Representation Learning For Hierarchical Reinforcement Learning](https://openreview.net/forum?id=H1emus0qF7) | 8, 9, 7 | 0.82 | Accept (Poster) |
| 14 | 8.00 | [Ba-net: Dense Bundle Adjustment Networks](https://openreview.net/forum?id=B1gabhRcYX) | 9, 7, 8 | 0.82 | Accept (Oral) |
| 15 | 8.00 | [Understanding And Improving Interpolation In Autoencoders Via An Adversarial Regularizer](https://openreview.net/forum?id=S1fQSiCcYm) | 7, 8, 9 | 0.82 | Accept (Poster) |
| 16 | 8.00 | [Snip: Single-shot Network Pruning Based On Connection Sensitivity](https://openreview.net/forum?id=B1VZqjAcYX) | 8, 7, 9 | 0.82 | Accept (Poster) |
| 17 | 8.00 | [Meta-learning Update Rules For Unsupervised Representation Learning](https://openreview.net/forum?id=HkNDsiC9KQ) | 8, 8, 8 | 0.00 | Accept (Oral) |
| 18 | 8.00 | [Large Scale Gan Training For High Fidelity Natural Image Synthesis](https://openreview.net/forum?id=B1xsqj09Fm) | 8, 7, 9 | 0.82 | Accept (Oral) |
| 19 | 8.00 | [Unsupervised Learning Of The Set Of Local Maxima](https://openreview.net/forum?id=H1lqZhRcFm) | 8, 8, 8 | 0.00 | Accept (Poster) |
| 20 | 8.00 | [An Empirical Study Of Example Forgetting During Deep Neural Network Learning](https://openreview.net/forum?id=BJlxm30cKm) | 9, 8, 7 | 0.82 | Accept (Poster) |
| 21 | 7.67 | [Learning Robust Representations By Projecting Superficial Statistics Out](https://openreview.net/forum?id=rJEjjoR9K7) | 7, 7, 9 | 0.94 | Accept (Oral) |
| 22 | 7.67 | [Automatically Composing Representation Transformations As A Means For Generalization](https://openreview.net/forum?id=B1ffQnRcKX) | 7, 9, 7 | 0.94 | Accept (Poster) |
| 23 | 7.67 | [Identifying And Controlling Important Neurons In Neural Machine Translation](https://openreview.net/forum?id=H1z-PsR5KX) | 7, 10, 6 | 1.70 | Accept (Poster) |
| 24 | 7.67 | [Towards Robust, Locally Linear Deep Networks](https://openreview.net/forum?id=SylCrnCcFX) | 8, 8, 7 | 0.47 | Accept (Poster) |
| 25 | 7.67 | [Deep Decoder: Concise Image Representations From Untrained Non-convolutional Networks](https://openreview.net/forum?id=rylV-2C9KQ) | 8, 8, 7 | 0.47 | Accept (Poster) |
| 26 | 7.67 | [Lagging Inference Networks And Posterior Collapse In Variational Autoencoders](https://openreview.net/forum?id=rylDfnCqF7) | 7, 8, 8 | 0.47 | Accept (Poster) |
| 27 | 7.67 | [A Variational Inequality Perspective On Generative Adversarial Networks](https://openreview.net/forum?id=r1laEnA5Ym) | 8, 8, 7 | 0.47 | Accept (Poster) |
| 28 | 7.67 | [Robustness May Be At Odds With Accuracy](https://openreview.net/forum?id=SyxAb30cY7) | 8, 7, 8 | 0.47 | Accept (Poster) |
| 29 | 7.67 | [Knockoffgan: Generating Knockoffs For Feature Selection Using Generative Adversarial Networks](https://openreview.net/forum?id=ByeZ5jC5YQ) | 6, 10, 7 | 1.70 | Accept (Oral) |
| 30 | 7.67 | [Adaptive Input Representations For Neural Language Modeling](https://openreview.net/forum?id=ByxZX20qFQ) | 7, 8, 8 | 0.47 | Accept (Poster) |
| 31 | 7.67 | [The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks](https://openreview.net/forum?id=rJl-b3RcF7) | 5, 9, 9 | 1.89 | Accept (Oral) |
| 32 | 7.67 | [Critical Learning Periods In Deep Networks](https://openreview.net/forum?id=BkeStsCcKQ) | 9, 8, 6 | 1.25 | Accept (Poster) |
| 33 | 7.67 | [Composing Complex Skills By Learning Transition Policies](https://openreview.net/forum?id=rygrBhC5tQ) | 7, 9, 7 | 0.94 | Accept (Poster) |
| 34 | 7.67 | [Supervised Community Detection With Line Graph Neural Networks](https://openreview.net/forum?id=H1g0Z3A9Fm) | 6, 9, 8 | 1.25 | Accept (Poster) |
| 35 | 7.67 | [Learning Deep Representations By Mutual Information Estimation And Maximization](https://openreview.net/forum?id=Bklr3j0cKX) | 7, 7, 9 | 0.94 | Accept (Oral) |
| 36 | 7.67 | [Smoothing The Geometry Of Probabilistic Box Embeddings](https://openreview.net/forum?id=H1xSNiRcF7) | 8, 8, 7 | 0.47 | Accept (Oral) |
| 37 | 7.67 | [A2bcd: Asynchronous Acceleration With Optimal Complexity](https://openreview.net/forum?id=rylIAsCqYm) | 7, 7, 9 | 0.94 | Accept (Poster) |
| 38 | 7.67 | [Kernel Change-point Detection With Auxiliary Deep Generative Models](https://openreview.net/forum?id=r1GbfhRqF7) | 8, 8, 7 | 0.47 | Accept (Poster) |
| 39 | 7.67 | [Imagenet-trained Cnns Are Biased Towards Texture; Increasing Shape Bias Improves Accuracy And Robustness](https://openreview.net/forum?id=Bygh9j09KX) | 7, 8, 8 | 0.47 | Accept (Oral) |
| 40 | 7.67 | [Slalom: Fast, Verifiable And Private Execution Of Neural Networks In Trusted Hardware](https://openreview.net/forum?id=rJVorjCcKQ) | 7, 7, 9 | 0.94 | Accept (Oral) |
| 41 | 7.67 | [Sparse Dictionary Learning By Dynamical Neural Networks](https://openreview.net/forum?id=B1gstsCqt7) | 6, 9, 8 | 1.25 | Accept (Poster) |
| 42 | 7.50 | [On The Minimal Supervision For Training Any Binary Classifier From Only Unlabeled Data](https://openreview.net/forum?id=B1xWcj0qYm) | 7, 8, 8, 7 | 0.50 | Accept (Poster) |
| 43 | 7.50 | [Exploration By Random Network Distillation](https://openreview.net/forum?id=H1lJJnR5Ym) | 4, 9, 10, 7 | 2.29 | Accept (Poster) |
| 44 | 7.33 | [Dimensionality Reduction For Representing The Knowledge Of Probabilistic Models](https://openreview.net/forum?id=SygD-hCcF7) | 6, 7, 9 | 1.25 | Accept (Poster) |
| 45 | 7.33 | [Probabilistic Recursive Reasoning For Multi-agent Reinforcement Learning](https://openreview.net/forum?id=rkl6As0cF7) | 8, 7, 7 | 0.47 | Accept (Poster) |
| 46 | 7.33 | [Approximability Of Discriminators Implies Diversity In Gans](https://openreview.net/forum?id=rJfW5oA5KQ) | 8, 7, 7 | 0.47 | Accept (Poster) |
| 47 | 7.33 | [Evaluating Robustness Of Neural Networks With Mixed Integer Programming](https://openreview.net/forum?id=HyGIdiRqtm) | 7, 8, 7 | 0.47 | Accept (Poster) |
| 48 | 7.33 | [Biologically-plausible Learning Algorithms Can Scale To Large Datasets](https://openreview.net/forum?id=SygvZ209F7) | 9, 9, 4 | 2.36 | Accept (Poster) |
| 49 | 7.33 | [Diagnosing And Enhancing Vae Models](https://openreview.net/forum?id=B1e0X3C9tQ) | 9, 6, 7 | 1.25 | Accept (Poster) |
| 50 | 7.33 | [Learning To Navigate The Web](https://openreview.net/forum?id=BJemQ209FQ) | 7, 8, 7 | 0.47 | Accept (Poster) |
| 51 | 7.33 | [Transferring Knowledge Across Learning Processes](https://openreview.net/forum?id=HygBZnRctX) | 6, 8, 8 | 0.94 | Accept (Oral) |
| 52 | 7.33 | [Improving Differentiable Neural Computers Through Memory Masking, De-allocation, And Link Distribution Sharpness Control](https://openreview.net/forum?id=HyGEM3C9KQ) | 8, 7, 7 | 0.47 | Accept (Poster) |
| 53 | 7.33 | [Towards Metamerism Via Foveated Style Transfer](https://openreview.net/forum?id=BJzbG20cFQ) | 7, 8, 7 | 0.47 | Accept (Poster) |
| 54 | 7.33 | [Variance Reduction For Reinforcement Learning In Input-driven Environments](https://openreview.net/forum?id=Hyg1G2AqtQ) | 7, 9, 6 | 1.25 | Accept (Poster) |
| 55 | 7.33 | [Quaternion Recurrent Neural Networks](https://openreview.net/forum?id=ByMHvs0cFQ) | 8, 7, 7 | 0.47 | Accept (Poster) |
| 56 | 7.33 | [Promp: Proximal Meta-policy Search](https://openreview.net/forum?id=SkxXCi0qFX) | 6, 7, 9 | 1.25 | Accept (Poster) |
| 57 | 7.33 | [Label Super-resolution Networks](https://openreview.net/forum?id=rkxwShA9Ym) | 7, 6, 9 | 1.25 | Accept (Poster) |
| 58 | 7.33 | [Learning Self-imitating Diverse Policies](https://openreview.net/forum?id=HyxzRsR9Y7) | 8, 6, 8 | 0.94 | Accept (Poster) |
| 59 | 7.33 | [Learning Protein Sequence Embeddings Using Information From Structure](https://openreview.net/forum?id=SygLehCqtm) | 7, 7, 8 | 0.47 | Accept (Poster) |
| 60 | 7.33 | [Diffusion Scattering Transforms On Graphs](https://openreview.net/forum?id=BygqBiRcFQ) | 6, 9, 7 | 1.25 | Accept (Poster) |
| 61 | 7.33 | [Deep Frank-wolfe For Neural Network Optimization](https://openreview.net/forum?id=SyVU6s05K7) | 7, 7, 8 | 0.47 | Accept (Poster) |
| 62 | 7.33 | [Gradient Descent Aligns The Layers Of Deep Linear Networks](https://openreview.net/forum?id=HJflg30qKX) | 7, 9, 6 | 1.25 | Accept (Poster) |
| 63 | 7.33 | [Recurrent Experience Replay In Distributed Reinforcement Learning](https://openreview.net/forum?id=r1lyTjAqYX) | 7, 7, 8 | 0.47 | Accept (Poster) |
| 64 | 7.33 | [Large-scale Study Of Curiosity-driven Learning](https://openreview.net/forum?id=rJNwDjAqYX) | 6, 9, 7 | 1.25 | Accept (Poster) |
| 65 | 7.33 | [Learning Localized Generative Models For 3d Point Clouds Via Graph Convolution](https://openreview.net/forum?id=SJeXSo09FQ) | 9, 6, 7 | 1.25 | Accept (Poster) |
| 66 | 7.33 | [Prior Convictions: Black-box Adversarial Attacks With Bandits And Priors](https://openreview.net/forum?id=BkMiWhR5K7) | 7, 8, 7 | 0.47 | Accept (Poster) |
| 67 | 7.33 | [Learning Latent Superstructures In Variational Autoencoders For Deep Multidimensional Clustering](https://openreview.net/forum?id=SJgNwi09Km) | 8, 7, 7 | 0.47 | Accept (Poster) |
| 68 | 7.33 | [Learning Grid Cells As Vector Representation Of Self-position Coupled With Matrix Representation Of Self-motion](https://openreview.net/forum?id=Syx0Mh05YQ) | 8, 7, 7 | 0.47 | Accept (Poster) |
| 69 | 7.33 | [Clarinet: Parallel Wave Generation In End-to-end Text-to-speech](https://openreview.net/forum?id=HklY120cYm) | 9, 6, 7 | 1.25 | Accept (Poster) |
| 70 | 7.33 | [Dynamic Sparse Graph For Efficient Deep Learning](https://openreview.net/forum?id=H1goBoR9F7) | 8, 7, 7 | 0.47 | Accept (Poster) |
| 71 | 7.33 | [Learning To Remember More With Less Memorization](https://openreview.net/forum?id=r1xlvi0qYm) | 7, 8, 7 | 0.47 | Accept (Oral) |
| 72 | 7.33 | [Gan Dissection: Visualizing And Understanding Generative Adversarial Networks](https://openreview.net/forum?id=Hyg_X2C5FX) | 7, 7, 8 | 0.47 | Accept (Poster) |
| 73 | 7.33 | [Detecting Egregious Responses In Neural Sequence-to-sequence Models](https://openreview.net/forum?id=HyNA5iRcFQ) | 7, 7, 8 | 0.47 | Accept (Poster) |
| 74 | 7.33 | [Deep Layers As Stochastic Solvers](https://openreview.net/forum?id=ryxxCiRqYX) | 7, 7, 8 | 0.47 | Accept (Poster) |
| 75 | 7.33 | [Small Nonlinearities In Activation Functions Create Bad Local Minima In Neural Networks](https://openreview.net/forum?id=rke_YiRct7) | 7, 7, 8 | 0.47 | Accept (Poster) |
| 76 | 7.33 | [Efficient Training On Very Large Corpora Via Gramian Estimation](https://openreview.net/forum?id=Hke20iA9Y7) | 7, 8, 7 | 0.47 | Accept (Poster) |
| 77 | 7.33 | [Diversity Is All You Need: Learning Skills Without A Reward Function](https://openreview.net/forum?id=SJx63jRqFm) | 8, 7, 7 | 0.47 | Accept (Poster) |
| 78 | 7.33 | [Instagan: Instance-aware Image-to-image Translation](https://openreview.net/forum?id=ryxwJhC9YX) | 7, 8, 7 | 0.47 | Accept (Poster) |
| 79 | 7.33 | [Time-agnostic Prediction: Predicting Predictable Video Frames](https://openreview.net/forum?id=SyzVb3CcFX) | 7, 8, 7 | 0.47 | Accept (Poster) |
| 80 | 7.33 | [Learning To Schedule Communication In Multi-agent Reinforcement Learning](https://openreview.net/forum?id=SJxu5iR9KQ) | 7, 8, 7 | 0.47 | Accept (Poster) |
| 81 | 7.33 | [No Training Required: Exploring Random Encoders For Sentence Classification](https://openreview.net/forum?id=BkgPajAcY7) | 7, 7, 8 | 0.47 | Accept (Poster) |
| 82 | 7.33 | [Lanczosnet: Multi-scale Deep Graph Convolutional Networks](https://openreview.net/forum?id=BkedznAqKQ) | 7, 7, 8 | 0.47 | Accept (Poster) |
| 83 | 7.33 | [The Neuro-symbolic Concept Learner: Interpreting Scenes, Words, And Sentences From Natural Supervision](https://openreview.net/forum?id=rJgMlhRctm) | 7, 6, 9 | 1.25 | Accept (Oral) |
| 84 | 7.33 | [How Powerful Are Graph Neural Networks?](https://openreview.net/forum?id=ryGs6iA5Km) | 7, 7, 8 | 0.47 | Accept (Oral) |
| 85 | 7.25 | [Episodic Curiosity Through Reachability](https://openreview.net/forum?id=SkeK3s0qKQ) | 7, 8, 6, 8 | 0.83 | Accept (Poster) |
| 86 | 7.00 | [Strokenet: A Neural Painting Environment](https://openreview.net/forum?id=HJxwDiActX) | 7, 8, 6 | 0.82 | Accept (Poster) |
| 87 | 7.00 | [Discriminator-actor-critic: Addressing Sample Inefficiency And Reward Bias In Adversarial Imitation Learning](https://openreview.net/forum?id=Hk4fpoA5Km) | 8, 6, 7 | 0.82 | Accept (Poster) |
| 88 | 7.00 | [An Analytic Theory Of Generalization Dynamics And Transfer Learning In Deep Linear Networks](https://openreview.net/forum?id=ryfMLoCqtQ) | 8, 7, 6 | 0.82 | Accept (Poster) |
| 89 | 7.00 | [Feature Intertwiner For Object Detection](https://openreview.net/forum?id=SyxZJn05YX) | 5, 9, 7 | 1.63 | Accept (Poster) |
| 90 | 7.00 | [Learning Neural Pde Solvers With Convergence Guarantees](https://openreview.net/forum?id=rklaWn0qK7) | 7, 8, 6 | 0.82 | Accept (Poster) |
| 91 | 7.00 | [Knowledge Flow: Improve Upon Your Teachers](https://openreview.net/forum?id=BJeOioA9Y7) | 6, 8, 7 | 0.82 | Accept (Poster) |
| 92 | 7.00 | [Multilingual Neural Machine Translation With Knowledge Distillation](https://openreview.net/forum?id=S1gUsoR9YX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 93 | 7.00 | [Texttovec: Deep Contextualized Neural Autoregressive Topic Models Of Language With Distributed Compositional Prior](https://openreview.net/forum?id=rkgoyn09KQ) | 7, 8, 6 | 0.82 | Accept (Poster) |
| 94 | 7.00 | [Supervised Policy Update For Deep Reinforcement Learning](https://openreview.net/forum?id=SJxTroR9F7) | 9, 6, 6 | 1.41 | Accept (Poster) |
| 95 | 7.00 | [Gansynth: Adversarial Neural Audio Synthesis](https://openreview.net/forum?id=H1xQVn09FX) | 6, 7, 8 | 0.82 | Accept (Poster) |
| 96 | 7.00 | [Lemonade: Learned Motif And Neuronal Assembly Detection In Calcium Imaging Videos](https://openreview.net/forum?id=SkloDjAqYm) | 8, 5, 8 | 1.41 | Accept (Poster) |
| 97 | 7.00 | [The Comparative Power Of Relu Networks And Polynomial Kernels In The Presence Of Sparse Latent Structure](https://openreview.net/forum?id=rJgTTjA9tX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 98 | 7.00 | [Execution-guided Neural Program Synthesis](https://openreview.net/forum?id=H1gfOiAqYm) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 99 | 7.00 | [Deterministic Variational Inference For Robust Bayesian Neural Networks](https://openreview.net/forum?id=B1l08oAct7) | 7, 7, 7 | 0.00 | Accept (Oral) |
| 100 | 7.00 | [Distributional Concavity Regularization For Gans](https://openreview.net/forum?id=SklEEnC5tQ) | 7, 8, 6, 7 | 0.71 | Accept (Poster) |
| 101 | 7.00 | [Som-vae: Interpretable Discrete Representation Learning On Time Series](https://openreview.net/forum?id=rygjcsR9Y7) | 9, 6, 6 | 1.41 | Accept (Poster) |
| 102 | 7.00 | [Variational Autoencoders With Jointly Optimized Latent Dependency Structure](https://openreview.net/forum?id=SJgsCjCqt7) | 7, 6, 8 | 0.82 | Accept (Poster) |
| 103 | 7.00 | [Learning Sparse Relational Transition Models](https://openreview.net/forum?id=SJxsV2R5FQ) | 6, 7, 8 | 0.82 | Accept (Poster) |
| 104 | 7.00 | [Adversarial Domain Adaptation For Stable Brain-machine Interfaces](https://openreview.net/forum?id=Hyx6Bi0qYm) | 9, 5, 7 | 1.63 | Accept (Poster) |
| 105 | 7.00 | [The Role Of Over-parametrization In Generalization Of Neural Networks](https://openreview.net/forum?id=BygfghAcYX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 106 | 7.00 | [Differentiable Learning-to-normalize Via Switchable Normalization](https://openreview.net/forum?id=ryggIs0cYQ) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 107 | 7.00 | [Stochastic Optimization Of Sorting Networks Via Continuous Relaxations](https://openreview.net/forum?id=H1eSS3CcKX) | 8, 7, 6 | 0.82 | Accept (Poster) |
| 108 | 7.00 | [A Statistical Approach To Assessing Neural Network Robustness](https://openreview.net/forum?id=S1xcx3C5FX) | 6, 7, 8 | 0.82 | Accept (Poster) |
| 109 | 7.00 | [Darts: Differentiable Architecture Search](https://openreview.net/forum?id=S1eYHoC5FX) | 6, 7, 8 | 0.82 | Accept (Poster) |
| 110 | 7.00 | [Learning Concise Representations For Regression By Evolving Networks Of Trees](https://openreview.net/forum?id=Hke-JhA9Y7) | 7, 6, 8 | 0.82 | Accept (Poster) |
| 111 | 7.00 | [Padam: Closing The Generalization Gap Of Adaptive Gradient Methods In Training Deep Neural Networks](https://openreview.net/forum?id=BJll6o09tm) | 6, 6, 9 | 1.41 | Reject |
| 112 | 7.00 | [A Universal Music Translation Network](https://openreview.net/forum?id=HJGkisCcKm) | 8, 7, 6 | 0.82 | Accept (Poster) |
| 113 | 7.00 | [Deep Learning 3d Shapes Using Alt-az Anisotropic 2-sphere Convolution](https://openreview.net/forum?id=rkeSiiA5Fm) | 6, 8, 7 | 0.82 | Accept (Poster) |
| 114 | 7.00 | [Energy-constrained Compression For Deep Neural Networks Via Weighted Sparse Projection And Layer Input Masking](https://openreview.net/forum?id=BylBr3C9K7) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 115 | 7.00 | [Deep Graph Infomax](https://openreview.net/forum?id=rklz9iAcKQ) | 9, 5, 7 | 1.63 | Accept (Poster) |
| 116 | 7.00 | [On The Universal Approximability And Complexity Bounds Of Quantized Relu Neural Networks](https://openreview.net/forum?id=SJe9rh0cFX) | 7, 6, 8 | 0.82 | Accept (Poster) |
| 117 | 7.00 | [Global-to-local Memory Pointer Networks For Task-oriented Dialogue](https://openreview.net/forum?id=ryxnHhRqFm) | 8, 8, 5 | 1.41 | Accept (Poster) |
| 118 | 7.00 | [Self-monitoring Navigation Agent Via Auxiliary Progress Estimation](https://openreview.net/forum?id=r1GAsjC5Fm) | 8, 6, 7 | 0.82 | Accept (Poster) |
| 119 | 7.00 | [Signsgd Via Zeroth-order Oracle](https://openreview.net/forum?id=BJe-DsC5Fm) | 8, 7, 6 | 0.82 | Accept (Poster) |
| 120 | 7.00 | [Learning Particle Dynamics For Manipulating Rigid Bodies, Deformable Objects, And Fluids](https://openreview.net/forum?id=rJgbSn09Ym) | 8, 6, 7 | 0.82 | Accept (Poster) |
| 121 | 7.00 | [Generative Code Modeling With Graphs](https://openreview.net/forum?id=Bke4KsA5FX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 122 | 7.00 | [The Deep Weight Prior](https://openreview.net/forum?id=ByGuynAct7) | 6, 8, 7 | 0.82 | Accept (Poster) |
| 123 | 7.00 | [Bounce And Learn: Modeling Scene Dynamics With Real-world Bounces](https://openreview.net/forum?id=BJxssoA5KX) | 6, 7, 8 | 0.82 | Accept (Poster) |
| 124 | 7.00 | [Quasi-hyperbolic Momentum And Adam For Deep Learning](https://openreview.net/forum?id=S1fUpoR5FQ) | 7, 6, 8 | 0.82 | Accept (Poster) |
| 125 | 7.00 | [Integer Networks For Data Compression With Latent-variable Models](https://openreview.net/forum?id=S1zz2i0cY7) | 6, 7, 8 | 0.82 | Accept (Poster) |
| 126 | 7.00 | [Deep Online Learning Via Meta-learning: Continual Adaptation For Model-based Rl](https://openreview.net/forum?id=HyxAfnA5tm) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 127 | 7.00 | [Are Adversarial Examples Inevitable?](https://openreview.net/forum?id=r1lWUoA9FQ) | 7, 8, 6 | 0.82 | Accept (Poster) |
| 128 | 7.00 | [Learning To Screen For Fast Softmax Inference On Large Vocabulary Neural Networks](https://openreview.net/forum?id=ByeMB3Act7) | 7, 6, 8 | 0.82 | Accept (Poster) |
| 129 | 7.00 | [Information-directed Exploration For Deep Reinforcement Learning](https://openreview.net/forum?id=Byx83s09Km) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 130 | 7.00 | [Rotdcf: Decomposition Of Convolutional Filters For Rotation-equivariant Deep Networks](https://openreview.net/forum?id=H1gTEj09FX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 131 | 7.00 | [Theoretical Analysis Of Auto Rate-tuning By Batch Normalization](https://openreview.net/forum?id=rkxQ-nA9FX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 132 | 7.00 | [Visual Semantic Navigation Using Scene Priors](https://openreview.net/forum?id=HJeRkh05Km) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 133 | 7.00 | [Woulda, Coulda, Shoulda: Counterfactually-guided Policy Search](https://openreview.net/forum?id=BJG0voC9YQ) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 134 | 7.00 | [Function Space Particle Optimization For Bayesian Neural Networks](https://openreview.net/forum?id=BkgtDsCcKQ) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 135 | 7.00 | [Eidetic 3d Lstm: A Model For Video Prediction And Beyond](https://openreview.net/forum?id=B1lKS2AqtX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 136 | 7.00 | [Wizard Of Wikipedia: Knowledge-powered Conversational Agents](https://openreview.net/forum?id=r1l73iRqKm) | 7, 6, 8 | 0.82 | Accept (Poster) |
| 137 | 7.00 | [Meta-learning Probabilistic Inference For Prediction](https://openreview.net/forum?id=HkxStoC5F7) | 7, 6, 8 | 0.82 | Accept (Poster) |
| 138 | 7.00 | [Don't Settle For Average, Go For The Max: Fuzzy Sets And Max-pooled Word Vectors](https://openreview.net/forum?id=SkxXg2C5FX) | 8, 8, 5 | 1.41 | Accept (Poster) |
| 139 | 7.00 | [Solving The Rubik's Cube With Approximate Policy Iteration](https://openreview.net/forum?id=Hyfn2jCcKm) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 140 | 7.00 | [Learning A Meta-solver For Syntax-guided Program Synthesis](https://openreview.net/forum?id=Syl8Sn0cK7) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 141 | 7.00 | [Rotate: Knowledge Graph Embedding By Relational Rotation In Complex Space](https://openreview.net/forum?id=HkgEQnRqYQ) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 142 | 7.00 | [Generative Question Answering: Learning To Answer The Whole Question](https://openreview.net/forum?id=Bkx0RjA9tX) | 7, 6, 8 | 0.82 | Accept (Poster) |
| 143 | 7.00 | [Local Sgd Converges Fast And Communicates Little](https://openreview.net/forum?id=S1g2JnRcFX) | 8, 5, 8 | 1.41 | Accept (Poster) |
| 144 | 7.00 | [Ffjord: Free-form Continuous Dynamics For Scalable Reversible Generative Models](https://openreview.net/forum?id=rJxgknCcK7) | 7, 7, 7 | 0.00 | Accept (Oral) |
| 145 | 7.00 | [Adashift: Decorrelation And Convergence Of Adaptive Learning Rate Methods](https://openreview.net/forum?id=HkgTkhRcKQ) | 6, 6, 9 | 1.41 | Accept (Poster) |
| 146 | 7.00 | [What Do You Learn From Context? Probing For Sentence Structure In Contextualized Word Representations](https://openreview.net/forum?id=SJzSgnRcKX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 147 | 7.00 | [Modeling Uncertainty With Hedged Instance Embeddings](https://openreview.net/forum?id=r1xQQhAqKX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 148 | 7.00 | [Learning Implicitly Recurrent Cnns Through Parameter Sharing](https://openreview.net/forum?id=rJgYxn09Fm) | 8, 7, 6 | 0.82 | Accept (Poster) |
| 149 | 7.00 | [Arm: Augment-reinforce-merge Gradient For Stochastic Binary Networks](https://openreview.net/forum?id=S1lg0jAcYm) | 8, 6, 7 | 0.82 | Accept (Poster) |
| 150 | 7.00 | [On The Loss Landscape Of A Class Of Deep Neural Networks With No Bad Local Valleys](https://openreview.net/forum?id=HJgXsjA5tQ) | 7, 8, 6 | 0.82 | Accept (Poster) |
| 151 | 7.00 | [Riemannian Adaptive Optimization Methods](https://openreview.net/forum?id=r1eiqi09K7) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 152 | 7.00 | [Learning To Learn Without Forgetting By Maximizing Transfer And Minimizing Interference](https://openreview.net/forum?id=B1gTShAct7) | 6, 8, 7 | 0.82 | Accept (Poster) |
| 153 | 7.00 | [G-sgd: Optimizing Relu Neural Networks In Its Positively Scale-invariant Space](https://openreview.net/forum?id=SyxfEn09Y7) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 154 | 7.00 | [Reasoning About Physical Interactions With Object-oriented Prediction And Planning](https://openreview.net/forum?id=HJx9EhC9tQ) | 5, 7, 9 | 1.63 | Accept (Poster) |
| 155 | 7.00 | [Hindsight Policy Gradients](https://openreview.net/forum?id=Bkg2viA5FQ) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 156 | 7.00 | [Unsupervised Domain Adaptation For Distance Metric Learning](https://openreview.net/forum?id=BklhAj09K7) | 8, 5, 8 | 1.41 | Accept (Poster) |
| 157 | 7.00 | [Learning Mixed-curvature Representations In Product Spaces](https://openreview.net/forum?id=HJxeWnCcF7) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 158 | 7.00 | [Auxiliary Variational Mcmc](https://openreview.net/forum?id=r1NJqsRctX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 159 | 7.00 | [Unsupervised Speech Recognition Via Segmental Empirical Output Distribution Matching](https://openreview.net/forum?id=Bylmkh05KX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 160 | 7.00 | [On Computation And Generalization Of Generative Adversarial Networks Under Spectrum Control](https://openreview.net/forum?id=rJNH6sAqY7) | 8, 6, 7 | 0.82 | Accept (Poster) |
| 161 | 7.00 | [Optimal Control Via Neural Networks: A Convex Approach](https://openreview.net/forum?id=H1MW72AcK7) | 6, 8, 7 | 0.82 | Accept (Poster) |
| 162 | 7.00 | [Whitening And Coloring Batch Transform For Gans](https://openreview.net/forum?id=S1x2Fj0qKQ) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 163 | 7.00 | [Deep, Skinny Neural Networks Are Not Universal Approximators](https://openreview.net/forum?id=ryGgSsAcFQ) | 6, 8, 7 | 0.82 | Accept (Poster) |
| 164 | 7.00 | [Nadpex: An On-policy Temporally Consistent Exploration Method For Deep Reinforcement Learning](https://openreview.net/forum?id=rkxciiC9tm) | 8, 6, 7 | 0.82 | Accept (Poster) |
| 165 | 7.00 | [Learning To Solve Circuit-sat: An Unsupervised Differentiable Approach](https://openreview.net/forum?id=BJxgz2R9t7) | 6, 8, 7 | 0.82 | Accept (Poster) |
| 166 | 7.00 | [A Convergence Analysis Of Gradient Descent For Deep Linear Neural Networks](https://openreview.net/forum?id=SkMQg3C5K7) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 167 | 7.00 | [Learning A Sat Solver From Single-bit Supervision](https://openreview.net/forum?id=HJMC_iA5tm) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 168 | 7.00 | [Generating Multiple Objects At Spatially Distinct Locations](https://openreview.net/forum?id=H1edIiA9KQ) | 6, 8, 7 | 0.82 | Accept (Poster) |
| 169 | 7.00 | [K For The Price Of 1: Parameter-efficient Multi-task And Transfer Learning](https://openreview.net/forum?id=BJxvEh0cFQ) | 7, 6, 8 | 0.82 | Accept (Poster) |
| 170 | 7.00 | [Bias-reduced Uncertainty Estimation For Deep Neural Classifiers](https://openreview.net/forum?id=SJfb5jCqKm) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 171 | 7.00 | [Probabilistic Neural-symbolic Models For Interpretable Visual Question Answering](https://openreview.net/forum?id=ryxhB3CcK7) | 8, 6, 7 | 0.82 | Reject |
| 172 | 7.00 | [Representation Degeneration Problem In Training Natural Language Generation Models](https://openreview.net/forum?id=SkEYojRqtm) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 173 | 7.00 | [Neural Network Gradient-based Learning Of Black-box Function Interfaces](https://openreview.net/forum?id=r1e13s05YX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 174 | 7.00 | [A Data-driven And Distributed Approach To Sparse Signal Representation And Recovery](https://openreview.net/forum?id=B1xVTjCqKQ) | 8, 7, 6 | 0.82 | Accept (Poster) |
| 175 | 7.00 | [Relaxed Quantization For Discretized Neural Networks](https://openreview.net/forum?id=HkxjYoCqKX) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 176 | 7.00 | [Invariant And Equivariant Graph Networks](https://openreview.net/forum?id=Syx72jC9tm) | 8, 4, 9 | 2.16 | Accept (Poster) |
| 177 | 7.00 | [Dyrep: Learning Representations Over Dynamic Graphs](https://openreview.net/forum?id=HyePrhR5KX) | 6, 7, 8 | 0.82 | Accept (Poster) |
| 178 | 7.00 | [The Laplacian In Rl: Learning Representations With Efficient Approximations](https://openreview.net/forum?id=HJlNpoA5YQ) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 179 | 7.00 | [Learning Recurrent Binary/ternary Weights](https://openreview.net/forum?id=HkNGYjR9FX) | 6, 8, 7 | 0.82 | Accept (Poster) |
| 180 | 7.00 | [How Important Is A Neuron](https://openreview.net/forum?id=SylKoo0cKm) | 7, 7, 7 | 0.00 | Accept (Poster) |
| 181 | 6.80 | [Subgradient Descent Learns Orthogonal Dictionaries](https://openreview.net/forum?id=HklSf3CqKm) | 7, 7, 7, 7, 6 | 0.40 | Accept (Poster) |
| 182 | 6.75 | [Unsupervised Learning Via Meta-learning](https://openreview.net/forum?id=r1My6sR9tX) | 7, 6, 8, 6 | 0.83 | Accept (Poster) |
| 183 | 6.75 | [Bayesian Deep Convolutional Networks With Many Channels Are Gaussian Processes](https://openreview.net/forum?id=B1g30j0qF7) | 7, 7, 7, 6 | 0.43 | Accept (Poster) |
| 184 | 6.75 | [Deterministic Pac-bayesian Generalization Bounds For Deep Networks Via Generalizing Noise-resilience](https://openreview.net/forum?id=Hygn2o0qKX) | 8, 7, 7, 5 | 1.09 | Accept (Poster) |
| 185 | 6.67 | [Structured Adversarial Attack: Towards General Implementation And Better Interpretability](https://openreview.net/forum?id=BkgzniCqY7) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 186 | 6.67 | [Adaptive Estimators Show Information Compression In Deep Neural Networks](https://openreview.net/forum?id=SkeZisA5t7) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 187 | 6.67 | [Tree-structured Recurrent Switching Linear Dynamical Systems For Multi-scale Modeling](https://openreview.net/forum?id=HkzRQhR9YX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 188 | 6.67 | [Residual Non-local Attention Networks For Image Restoration](https://openreview.net/forum?id=HkeGhoA5FX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 189 | 6.67 | [Cem-rl: Combining Evolutionary And Gradient-based Methods For Policy Search](https://openreview.net/forum?id=BkeU5j0ctQ) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 190 | 6.67 | [Marginal Policy Gradients: A Unified Family Of Estimators For Bounded Action Spaces With Applications](https://openreview.net/forum?id=HkgqFiAcFm) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 191 | 6.67 | [Relgan: Relational Generative Adversarial Networks For Text Generation](https://openreview.net/forum?id=rJedV3R5tm) | 6, 8, 6 | 0.94 | Accept (Poster) |
| 192 | 6.67 | [Defensive Quantization: When Efficiency Meets Robustness](https://openreview.net/forum?id=ryetZ20ctX) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 193 | 6.67 | [Policy Transfer With Strategy Optimization](https://openreview.net/forum?id=H1g6osRcFQ) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 194 | 6.67 | [Big-little Net: An Efficient Multi-scale Feature Representation For Visual And Speech Recognition](https://openreview.net/forum?id=HJMHpjC9Ym) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 195 | 6.67 | [Universal Transformers](https://openreview.net/forum?id=HyzdRiR9Y7) | 6, 6, 8 | 0.94 | Accept (Poster) |
| 196 | 6.67 | [Active Learning With Partial Feedback](https://openreview.net/forum?id=HJfSEnRqKQ) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 197 | 6.67 | [There Are Many Consistent Explanations Of Unlabeled Data: Why You Should Average](https://openreview.net/forum?id=rkgKBhA5Y7) | 6, 8, 6 | 0.94 | Accept (Poster) |
| 198 | 6.67 | [Unsupervised Control Through Non-parametric Discriminative Rewards](https://openreview.net/forum?id=r1eVMnA9K7) | 8, 5, 7 | 1.25 | Accept (Poster) |
| 199 | 6.67 | [On The Convergence Of A Class Of Adam-type Algorithms For Non-convex Optimization](https://openreview.net/forum?id=H1x-x309tm) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 200 | 6.67 | [Adaptivity Of Deep Relu Network For Learning In Besov And Mixed Smooth Besov Spaces: Optimal Rate And Curse Of Dimensionality](https://openreview.net/forum?id=H1ebTsActm) | 8, 6, 6 | 0.94 | Accept (Poster) |
| 201 | 6.67 | [Predicting The Generalization Gap In Deep Networks With Margin Distributions](https://openreview.net/forum?id=HJlQfnCqKX) | 5, 9, 6 | 1.70 | Accept (Poster) |
| 202 | 6.67 | [A Mean Field Theory Of Batch Normalization](https://openreview.net/forum?id=SyMDXnCcF7) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 203 | 6.67 | [Don't Let Your Discriminator Be Fooled](https://openreview.net/forum?id=HJE6X305Fm) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 204 | 6.67 | [L-shapley And C-shapley: Efficient Model Interpretation For Structured Data](https://openreview.net/forum?id=S1E3Ko09F7) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 205 | 6.67 | [Hyperbolic Attention Networks](https://openreview.net/forum?id=rJxHsjRqFQ) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 206 | 6.67 | [Learning To Make Analogies By Contrasting Abstract Relational Structure](https://openreview.net/forum?id=SylLYsCcFm) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 207 | 6.67 | [Meta-learning For Stochastic Gradient Mcmc](https://openreview.net/forum?id=HkeoOo09YX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 208 | 6.67 | [Directed-info Gail: Learning Hierarchical Policies From Unsegmented Demonstrations Using Directed Information](https://openreview.net/forum?id=BJeWUs05KQ) | 6, 6, 8 | 0.94 | Accept (Poster) |
| 209 | 6.67 | [Building Dynamic Knowledge Graphs From Text Using Machine Reading Comprehension](https://openreview.net/forum?id=S1lhbnRqF7) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 210 | 6.67 | [Proxquant: Quantized Neural Networks Via Proximal Operators](https://openreview.net/forum?id=HyzMyhCcK7) | 8, 7, 5 | 1.25 | Accept (Poster) |
| 211 | 6.67 | [Emergent Coordination Through Competition](https://openreview.net/forum?id=BkG8sjR5Km) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 212 | 6.67 | [Doubly Reparameterized Gradient Estimators For Monte Carlo Objectives](https://openreview.net/forum?id=HkG3e205K7) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 213 | 6.67 | [Learning To Understand Goal Specifications By Modelling Reward](https://openreview.net/forum?id=H1xsSjC9Ym) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 214 | 6.67 | [Off-policy Evaluation And Learning From Logged Bandit Feedback: Error Reduction Via Surrogate Policy](https://openreview.net/forum?id=HklKui0ct7) | 6, 8, 6 | 0.94 | Accept (Poster) |
| 215 | 6.67 | [Improving Mmd-gan Training With Repulsive Loss Function](https://openreview.net/forum?id=HygjqjR9Km) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 216 | 6.67 | [Probgan: Towards Probabilistic Gan With Theoretical Guarantees](https://openreview.net/forum?id=H1l7bnR5Ym) | 6, 5, 9 | 1.70 | Accept (Poster) |
| 217 | 6.67 | [Three Mechanisms Of Weight Decay Regularization](https://openreview.net/forum?id=B1lz-3Rct7) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 218 | 6.67 | [Hierarchical Rl Using An Ensemble Of Proprioceptive Periodic Policies](https://openreview.net/forum?id=SJz1x20cFQ) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 219 | 6.67 | [Detecting Adversarial Examples Via Neural Fingerprinting](https://openreview.net/forum?id=SJekyhCctQ) | 5, 9, 6 | 1.70 | Reject |
| 220 | 6.67 | [Diversity-sensitive Conditional Generative Adversarial Networks](https://openreview.net/forum?id=rJliMh09F7) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 221 | 6.67 | [Optimal Completion Distillation For Sequence Learning](https://openreview.net/forum?id=rkMW1hRqKX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 222 | 6.67 | [Flowqa: Grasping Flow In History For Conversational Machine Comprehension](https://openreview.net/forum?id=ByftGnR9KX) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 223 | 6.67 | [Towards The First Adversarially Robust Neural Network Model On Mnist](https://openreview.net/forum?id=S1EHOsC9tX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 224 | 6.67 | [Sample Efficient Adaptive Text-to-speech](https://openreview.net/forum?id=rkzjUoAcFX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 225 | 6.67 | [Latent Convolutional Models](https://openreview.net/forum?id=HJGciiR5Y7) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 226 | 6.67 | [Minimal Images In Deep Neural Networks: Fragile Object Recognition In Natural Images](https://openreview.net/forum?id=S1xNb2A9YX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 227 | 6.67 | [Universal Stagewise Learning For Non-convex Problems With Convergence On Averaged Solutions](https://openreview.net/forum?id=Syx5V2CcFm) | 8, 6, 6 | 0.94 | Accept (Poster) |
| 228 | 6.67 | [Learning Multimodal Graph-to-graph Translation For Molecule Optimization](https://openreview.net/forum?id=B1xJAsA5F7) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 229 | 6.67 | [Autoloss: Learning Discrete Schedule For Alternate Optimization](https://openreview.net/forum?id=BJgK6iA5KX) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 230 | 6.67 | [Efficient Lifelong Learning With A-gem](https://openreview.net/forum?id=Hkf2_sC5FX) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 231 | 6.67 | [Spherical Cnns On Unstructured Grids](https://openreview.net/forum?id=Bkl-43C9FQ) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 232 | 6.67 | [Differentiable Perturb-and-parse: Semi-supervised Parsing With A Structured Variational Autoencoder](https://openreview.net/forum?id=BJlgNh0qKQ) | 8, 7, 5 | 1.25 | Accept (Poster) |
| 233 | 6.67 | [Practical Lossless Compression With Latent Variables Using Bits Back Coding](https://openreview.net/forum?id=ryE98iR5tm) | 6, 6, 8 | 0.94 | Accept (Poster) |
| 234 | 6.67 | [Analysis Of Quantized Models](https://openreview.net/forum?id=ryM_IoAqYX) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 235 | 6.67 | [Detecting Memorization In Relu Networks](https://openreview.net/forum?id=HJeB0sC9Fm) | 5, 6, 9 | 1.70 | Reject |
| 236 | 6.67 | [Snas: Stochastic Neural Architecture Search](https://openreview.net/forum?id=rylqooRqK7) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 237 | 6.67 | [Pate-gan: Generating Synthetic Data With Differential Privacy Guarantees](https://openreview.net/forum?id=S1zk9iRqF7) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 238 | 6.67 | [Principled Deep Neural Network Training Through Linear Programming](https://openreview.net/forum?id=HkMwHsCctm) | 6, 6, 8 | 0.94 | Reject |
| 239 | 6.67 | [Cot: Cooperative Training For Generative Modeling Of Discrete Data](https://openreview.net/forum?id=SkxxIs0qY7) | 7, 7, 6 | 0.47 | Reject |
| 240 | 6.67 | [On The Turing Completeness Of Modern Neural Network Architectures](https://openreview.net/forum?id=HyGBdo0qFm) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 241 | 6.67 | [Layoutgan: Generating Graphic Layouts With Wireframe Discriminators](https://openreview.net/forum?id=HJxB5sRcFQ) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 242 | 6.67 | [Learning Factorized Multimodal Representations](https://openreview.net/forum?id=rygqqsA9KX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 243 | 6.67 | [Phase-aware Speech Enhancement With Deep Complex U-net](https://openreview.net/forum?id=SkeRTsAcYm) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 244 | 6.67 | [Go Gradient For Expectation-based Objectives](https://openreview.net/forum?id=ryf6Fs09YX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 245 | 6.67 | [Analyzing Inverse Problems With Invertible Neural Networks](https://openreview.net/forum?id=rJed6j0cKX) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 246 | 6.67 | [Deep Reinforcement Learning With Relational Inductive Biases](https://openreview.net/forum?id=HkxaFoC9KQ) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 247 | 6.67 | [Janossy Pooling: Learning Deep Permutation-invariant Functions For Variable-size Inputs](https://openreview.net/forum?id=BJluy2RcFm) | 7, 5, 8 | 1.25 | Accept (Poster) |
| 248 | 6.67 | [Improving Generalization And Stability Of Generative Adversarial Networks](https://openreview.net/forum?id=ByxPYjC5KQ) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 249 | 6.67 | [Preconditioner On Matrix Lie Group For Sgd](https://openreview.net/forum?id=Bye5SiAqKX) | 8, 5, 7 | 1.25 | Accept (Poster) |
| 250 | 6.67 | [Deep Anomaly Detection With Outlier Exposure](https://openreview.net/forum?id=HyxCxhRcY7) | 6, 6, 8 | 0.94 | Accept (Poster) |
| 251 | 6.67 | [Attention, Learn To Solve Routing Problems!](https://openreview.net/forum?id=ByxBFsRqYm) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 252 | 6.67 | [Learning What And Where To Attend](https://openreview.net/forum?id=BJgLg3R9KQ) | 6, 6, 8 | 0.94 | Accept (Poster) |
| 253 | 6.67 | [Query-efficient Hard-label Black-box Attack: An Optimization-based Approach](https://openreview.net/forum?id=rJlk6iRqKX) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 254 | 6.67 | [Recall Traces: Backtracking Models For Efficient Reinforcement Learning](https://openreview.net/forum?id=HygsfnR9Ym) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 255 | 6.67 | [Learning To Infer And Execute 3d Shape Programs](https://openreview.net/forum?id=rylNH20qFQ) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 256 | 6.67 | [Dom-q-net: Grounded Rl On Structured Language](https://openreview.net/forum?id=HJgd1nAqFX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 257 | 6.67 | [Toward Understanding The Impact Of Staleness In Distributed Machine Learning](https://openreview.net/forum?id=BylQV305YQ) | 4, 9, 7 | 2.05 | Accept (Poster) |
| 258 | 6.67 | [Graph Hypernetworks For Neural Architecture Search](https://openreview.net/forum?id=rkgW0oA9FX) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 259 | 6.67 | [A Generative Model For Electron Paths](https://openreview.net/forum?id=r1x4BnCqKX) | 8, 4, 8 | 1.89 | Accept (Poster) |
| 260 | 6.67 | [Bayesian Prediction Of Future Street Scenes Using Synthetic Likelihoods](https://openreview.net/forum?id=rkgK3oC5Fm) | 6, 8, 6 | 0.94 | Accept (Poster) |
| 261 | 6.67 | [Disjoint Mapping Network For Cross-modal Matching Of Voices And Faces](https://openreview.net/forum?id=B1exrnCcF7) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 262 | 6.67 | [Complement Objective Training](https://openreview.net/forum?id=HyM7AiA5YX) | 5, 8, 7 | 1.25 | Accept (Poster) |
| 263 | 6.67 | [Value Propagation Networks](https://openreview.net/forum?id=SJG6G2RqtX) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 264 | 6.67 | [Trellis Networks For Sequence Modeling](https://openreview.net/forum?id=HyeVtoRqtQ) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 265 | 6.67 | [Non-vacuous Generalization Bounds At The Imagenet Scale: A Pac-bayesian Compression Approach](https://openreview.net/forum?id=BJgqqsAct7) | 6, 6, 8 | 0.94 | Accept (Poster) |
| 266 | 6.67 | [Contingency-aware Exploration In Reinforcement Learning](https://openreview.net/forum?id=HyxGB2AcY7) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 267 | 6.67 | [Context-adaptive Entropy Model For End-to-end Optimized Image Compression](https://openreview.net/forum?id=HyxKIiAqYQ) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 268 | 6.67 | [Learning Finite State Representations Of Recurrent Policy Networks](https://openreview.net/forum?id=S1gOpsCctm) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 269 | 6.67 | [Do Deep Generative Models Know What They Don't Know?](https://openreview.net/forum?id=H1xwNhCcYm) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 270 | 6.67 | [Learning Two-layer Neural Networks With Symmetric Inputs](https://openreview.net/forum?id=H1xipsA5K7) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 271 | 6.67 | [Minimal Random Code Learning: Getting Bits Back From Compressed Model Parameters](https://openreview.net/forum?id=r1f0YiCctm) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 272 | 6.67 | [Noodl: Provable Online Dictionary Learning And Sparse Coding](https://openreview.net/forum?id=HJeu43ActQ) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 273 | 6.67 | [Approximating Cnns With Bag-of-local-features Models Works Surprisingly Well On Imagenet](https://openreview.net/forum?id=SkfMWhAqYQ) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 274 | 6.67 | [Understanding Straight-through Estimator In Training Activation Quantized Neural Nets](https://openreview.net/forum?id=Skh4jRcKQ) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 275 | 6.67 | [Antisymmetricrnn: A Dynamical System View On Recurrent Neural Networks](https://openreview.net/forum?id=ryxepo0cFX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 276 | 6.67 | [The Limitations Of Adversarial Training And The Blind-spot Attack](https://openreview.net/forum?id=HylTBhA5tQ) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 277 | 6.67 | [A Rotation-equivariant Convolutional Neural Network Model Of Primary Visual Cortex](https://openreview.net/forum?id=H1fU8iAqKX) | 7, 5, 8 | 1.25 | Accept (Poster) |
| 278 | 6.67 | [Generalized Tensor Models For Recurrent Neural Networks](https://openreview.net/forum?id=r1gNni0qtm) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 279 | 6.67 | [Adversarial Attacks On Graph Neural Networks Via Meta Learning](https://openreview.net/forum?id=Bylnx209YX) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 280 | 6.67 | [Training For Faster Adversarial Robustness Verification Via Inducing Relu Stability](https://openreview.net/forum?id=BJfIVjAcKm) | 8, 7, 5 | 1.25 | Accept (Poster) |
| 281 | 6.67 | [Adv-bnn: Improved Adversarial Defense Through Robust Bayesian Neural Network](https://openreview.net/forum?id=rk4Qso0cKm) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 282 | 6.67 | [Initialized Equilibrium Propagation For Backprop-free Training](https://openreview.net/forum?id=B1GMDsR5tm) | 5, 8, 7 | 1.25 | Accept (Poster) |
| 283 | 6.67 | [Learning To Design Rna](https://openreview.net/forum?id=ByfyHh05tQ) | 6, 6, 8 | 0.94 | Accept (Poster) |
| 284 | 6.67 | [Adef: An Iterative Algorithm To Construct Adversarial Deformations](https://openreview.net/forum?id=Hk4dFjR5K7) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 285 | 6.67 | [Stable Opponent Shaping In Differentiable Games](https://openreview.net/forum?id=SyGjjsC5tQ) | 8, 6, 6 | 0.94 | Accept (Poster) |
| 286 | 6.67 | [Spigan: Privileged Adversarial Learning From Simulation](https://openreview.net/forum?id=rkxoNnC5FQ) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 287 | 6.67 | [Metropolis-hastings View On Variational Inference And Adversarial Training](https://openreview.net/forum?id=Hkg313AcFX) | 5, 6, 9 | 1.70 | Reject |
| 288 | 6.67 | [Beyond Pixel Norm-balls: Parametric Adversaries Using An Analytically Differentiable Renderer](https://openreview.net/forum?id=SJl2niR9KQ) | 7, 7, 6 | 0.47 | Accept (Poster) |
| 289 | 6.67 | [Adaptive Posterior Learning: Few-shot Learning With A Surprise-based Memory Module](https://openreview.net/forum?id=ByeSdsC9Km) | 6, 7, 7 | 0.47 | Accept (Poster) |
| 290 | 6.67 | [Glue: A Multi-task Benchmark And Analysis Platform For Natural Language Understanding](https://openreview.net/forum?id=rJ4km2R5t7) | 7, 5, 8 | 1.25 | Accept (Poster) |
| 291 | 6.67 | [Looking For Elmo's Friends: Sentence-level Pretraining Beyond Language Modeling](https://openreview.net/forum?id=Bkl87h09FX) | 5, 7, 8 | 1.25 | Reject |
| 292 | 6.67 | [Misgan: Learning From Incomplete Data With Generative Adversarial Networks](https://openreview.net/forum?id=S1lDV3RcKm) | 7, 6, 7 | 0.47 | Accept (Poster) |
| 293 | 6.50 | [Gradient Descent Provably Optimizes Over-parameterized Neural Networks](https://openreview.net/forum?id=S1eK3i09YQ) | 3, 8, 8, 7 | 2.06 | Accept (Poster) |
| 294 | 6.50 | [Relational Forward Models For Multi-agent Learning](https://openreview.net/forum?id=rJlEojAqFm) | 7, 6, 7, 6 | 0.50 | Accept (Poster) |
| 295 | 6.50 | [Dynamic Channel Pruning: Feature Boosting And Suppression](https://openreview.net/forum?id=BJxh2j0qYm) | 7, 6, 7, 6 | 0.50 | Accept (Poster) |
| 296 | 6.50 | [Learning Protein Structure With A Differentiable Simulator](https://openreview.net/forum?id=Byg3y3C9Km) | 6, 7, 7, 6 | 0.50 | Accept (Oral) |
| 297 | 6.50 | [Preferences Implicit In The State Of The World](https://openreview.net/forum?id=rkevMnRqYQ) | 6, 7, 6, 7 | 0.50 | Accept (Poster) |
| 298 | 6.50 | [Peernets: Exploiting Peer Wisdom Against Adversarial Attacks](https://openreview.net/forum?id=Sk4jFoA9K7) | 7, 6 | 0.50 | Accept (Poster) |
| 299 | 6.33 | [Multilingual Neural Machine Translation With Soft Decoupled Encoding](https://openreview.net/forum?id=Skeke3C5Fm) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 300 | 6.33 | [Analysing Mathematical Reasoning Abilities Of Neural Models](https://openreview.net/forum?id=H1gR5iR5FX) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 301 | 6.33 | [Minimum Divergence Vs. Maximum Margin: An Empirical Comparison On Seq2seq Models](https://openreview.net/forum?id=H1xD9sR5Fm) | 5, 7, 7 | 0.94 | Accept (Poster) |
| 302 | 6.33 | [Self-tuning Networks: Bilevel Optimization Of Hyperparameters Using Structured Best-response Functions](https://openreview.net/forum?id=r1eEG20qKQ) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 303 | 6.33 | [Learning Disentangled Representations With Reference-based Variational Autoencoders](https://openreview.net/forum?id=rkxraoRcF7) | 7, 6, 6 | 0.47 | Reject |
| 304 | 6.33 | [Remember And Forget For Experience Replay](https://openreview.net/forum?id=Bye9LiR9YX) | 7, 6, 6 | 0.47 | Reject |
| 305 | 6.33 | [Dpsnet: End-to-end Deep Plane Sweep Stereo](https://openreview.net/forum?id=ryeYHi0ctQ) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 306 | 6.33 | [On Tighter Generalization Bounds For Deep Neural Networks: Cnns, Resnets, And Beyond](https://openreview.net/forum?id=SJzwvoCqF7) | 5, 7, 7 | 0.94 | Reject |
| 307 | 6.33 | [Measuring Compositionality In Representation Learning](https://openreview.net/forum?id=HJz05o0qK7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 308 | 6.33 | [Reward Constrained Policy Optimization](https://openreview.net/forum?id=SkfrvsA9FX) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 309 | 6.33 | [Regularized Learning For Domain Adaptation Under Label Shifts](https://openreview.net/forum?id=rJl0r3R9KX) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 310 | 6.33 | [A Differentiable Self-disambiguated Sense Embedding Model Via Scaled Gumbel Softmax](https://openreview.net/forum?id=Hyls7h05FQ) | 7, 6, 6 | 0.47 | Reject |
| 311 | 6.33 | [Preventing Posterior Collapse With Delta-vaes](https://openreview.net/forum?id=BJe0Gn0cY7) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 312 | 6.33 | [Efficient Augmentation Via Data Subsampling](https://openreview.net/forum?id=Byxpfh0cFm) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 313 | 6.33 | [Double Viterbi: Weight Encoding For High Compression Ratio And Fast On-chip Reconstruction For Deep Neural Network](https://openreview.net/forum?id=HkfYOoCcYX) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 314 | 6.33 | [Rethinking The Value Of Network Pruning](https://openreview.net/forum?id=rJlnB3C5Ym) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 315 | 6.33 | [Aligning Artificial Neural Networks To The Brain Yields Shallow Recurrent Architectures](https://openreview.net/forum?id=BJeY6sR9KX) | 5, 7, 7 | 0.94 | Reject |
| 316 | 6.33 | [Equi-normalization Of Neural Networks](https://openreview.net/forum?id=r1gEqiC9FX) | 7, 7, 5 | 0.94 | Accept (Poster) |
| 317 | 6.33 | [Multi-domain Adversarial Learning](https://openreview.net/forum?id=Sklv5iRqYX) | 5, 8, 6 | 1.25 | Accept (Poster) |
| 318 | 6.33 | [Information Theoretic Lower Bounds On Negative Log Likelihood](https://openreview.net/forum?id=rkemqsC9Fm) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 319 | 6.33 | [Dialogwae: Multimodal Response Generation With Conditional Wasserstein Auto-encoder](https://openreview.net/forum?id=BkgBvsC9FQ) | 7, 7, 5 | 0.94 | Accept (Poster) |
| 320 | 6.33 | [Monge-amp\`ere Flow For Generative Modeling](https://openreview.net/forum?id=rkeUrjCcYQ) | 7, 6, 6 | 0.47 | Reject |
| 321 | 6.33 | [Nlprolog: Reasoning With Weak Unification For Natural Language Question Answering](https://openreview.net/forum?id=ByfXe2C5tm) | 7, 5, 7 | 0.94 | Reject |
| 322 | 6.33 | [Attentive Neural Processes](https://openreview.net/forum?id=SkE6PjC9KX) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 323 | 6.33 | [Scalable Unbalanced Optimal Transport Using Generative Adversarial Networks](https://openreview.net/forum?id=HyexAiA5Fm) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 324 | 6.33 | [Structured Neural Summarization](https://openreview.net/forum?id=H1ersoRqtm) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 325 | 6.33 | [Laplacian Networks: Bounding Indicator Function Smoothness For Neural Networks Robustness](https://openreview.net/forum?id=H1e8wsCqYX) | 9, 5, 5 | 1.89 | Reject |
| 326 | 6.33 | [Accumulation Bit-width Scaling For Ultra-low Precision Training Of Deep Networks](https://openreview.net/forum?id=BklMjsRqY7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 327 | 6.33 | [Direct Optimization Through For Discrete Variational Auto-encoder](https://openreview.net/forum?id=S1ey2sRcYQ) | 7, 7, 5 | 0.94 | Reject |
| 328 | 6.33 | [Fluctuation-dissipation Relations For Stochastic Gradient Descent](https://openreview.net/forum?id=SkNksoRctQ) | 8, 5, 6 | 1.25 | Accept (Poster) |
| 329 | 6.33 | [Rnns Implicitly Implement Tensor-product Representations](https://openreview.net/forum?id=BJx0sjC5FX) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 330 | 6.33 | [From Hard To Soft: Understanding Deep Network Nonlinearities Via Vector Quantization And Statistical Inference](https://openreview.net/forum?id=Syxt2jC5FX) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 331 | 6.33 | [Von Mises-fisher Loss For Training Sequence To Sequence Models With Continuous Outputs](https://openreview.net/forum?id=rJlDnoA5Y7) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 332 | 6.33 | [Proxylessnas: Direct Neural Architecture Search On Target Task And Hardware](https://openreview.net/forum?id=HylVB3AqYm) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 333 | 6.33 | [Discriminator Rejection Sampling](https://openreview.net/forum?id=S1GkToR5tm) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 334 | 6.33 | [Visceral Machines: Risk-aversion In Reinforcement Learning With Intrinsic Physiological Rewards](https://openreview.net/forum?id=SyNvti09KQ) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 335 | 6.33 | [Fixup Initialization: Residual Learning Without Normalization](https://openreview.net/forum?id=H1gsz30cKX) | 7, 5, 7 | 0.94 | Accept (Poster) |
| 336 | 6.33 | [Algorithmic Framework For Model-based Deep Reinforcement Learning With Theoretical Guarantees](https://openreview.net/forum?id=BJe1E2R5KX) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 337 | 6.33 | [Understanding Composition Of Word Embeddings Via Tensor Decomposition](https://openreview.net/forum?id=H1eqjiCctX) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 338 | 6.33 | [Learning To Simulate](https://openreview.net/forum?id=HJgkx2Aqt7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 339 | 6.33 | [Temporal Gaussian Mixture Layer For Videos](https://openreview.net/forum?id=Hyfg5o0qtm) | 6, 6, 7 | 0.47 | Reject |
| 340 | 6.33 | [Dher: Hindsight Experience Replay For Dynamic Goals](https://openreview.net/forum?id=Byf5-30qFX) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 341 | 6.33 | [L2-nonexpansive Neural Networks](https://openreview.net/forum?id=ByxGSsR9FQ) | 8, 6, 5 | 1.25 | Accept (Poster) |
| 342 | 6.33 | [Generating Liquid Simulations With Deformation-aware Neural Networks](https://openreview.net/forum?id=HyeGBj09Fm) | 7, 7, 5 | 0.94 | Accept (Poster) |
| 343 | 6.33 | [Camou: Learning Physical Vehicle Camouflages To Adversarially Attack Detectors In The Wild](https://openreview.net/forum?id=SJgEl3A5tm) | 4, 8, 7 | 1.70 | Accept (Poster) |
| 344 | 6.33 | [Timbretron: A Wavenet(cyclegan(cqt(audio))) Pipeline For Musical Timbre Transfer](https://openreview.net/forum?id=S1lvm305YQ) | 4, 7, 8 | 1.70 | Accept (Poster) |
| 345 | 6.33 | [Synthetic Datasets For Neural Program Synthesis](https://openreview.net/forum?id=ryeOSnAqYm) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 346 | 6.33 | [Delta: Deep Learning Transfer Using Feature Map With Attention For Convolutional Networks](https://openreview.net/forum?id=rkgbwsAcYm) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 347 | 6.33 | [Neural Speed Reading With Structural-jump-lstm](https://openreview.net/forum?id=B1xf9jAqFQ) | 7, 5, 7 | 0.94 | Accept (Poster) |
| 348 | 6.33 | [Policy Generalization In Capacity-limited Reinforcement Learning](https://openreview.net/forum?id=ByxAOoR5K7) | 7, 7, 5 | 0.94 | Reject |
| 349 | 6.33 | [Large Scale Graph Learning From Smooth Signals](https://openreview.net/forum?id=ryGkSo0qYm) | 7, 5, 7 | 0.94 | Accept (Poster) |
| 350 | 6.33 | [Post Selection Inference With Incomplete Maximum Mean Discrepancy Estimator](https://openreview.net/forum?id=BkG5SjR5YQ) | 6, 5, 8 | 1.25 | Accept (Poster) |
| 351 | 6.33 | [Stable Recurrent Models](https://openreview.net/forum?id=Hygxb2CqKm) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 352 | 6.33 | [On The Relation Between The Sharpest Directions Of Dnn Loss And The Sgd Step Length](https://openreview.net/forum?id=SkgEaj05t7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 353 | 6.33 | [Learning To Represent Edits](https://openreview.net/forum?id=BJl6AjC5F7) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 354 | 6.33 | [On Self Modulation For Generative Adversarial Networks](https://openreview.net/forum?id=Hkl5aoR5tm) | 7, 5, 7 | 0.94 | Accept (Poster) |
| 355 | 6.33 | [Sgd Converges To Global Minimum In Deep Learning Via Star-convex Path](https://openreview.net/forum?id=BylIciRcYQ) | 6, 5, 8 | 1.25 | Accept (Poster) |
| 356 | 6.33 | [Neural Graph Evolution: Towards Efficient Automatic Robot Design](https://openreview.net/forum?id=BkgWHnR5tm) | 5, 8, 6 | 1.25 | Accept (Poster) |
| 357 | 6.33 | [The Relativistic Discriminator: A Key Element Missing From Standard Gan](https://openreview.net/forum?id=S1erHoR5t7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 358 | 6.33 | [Augmented Cyclic Adversarial Learning For Low Resource Domain Adaptation](https://openreview.net/forum?id=B1G9doA9F7) | 8, 6, 5 | 1.25 | Accept (Poster) |
| 359 | 6.33 | [Seq2slate: Re-ranking And Slate Optimization With Rnns](https://openreview.net/forum?id=HkgHk3RctX) | 6, 6, 7 | 0.47 | Reject |
| 360 | 6.33 | [A Novel Variational Family For Hidden Non-linear Markov Models](https://openreview.net/forum?id=SJMO2iCct7) | 5, 8, 6 | 1.25 | Reject |
| 361 | 6.33 | [Hierarchical Visuomotor Control Of Humanoids](https://openreview.net/forum?id=BJfYvo09Y7) | 5, 8, 6 | 1.25 | Accept (Poster) |
| 362 | 6.33 | [Single Shot Neural Architecture Search Via Direct Sparse Optimization](https://openreview.net/forum?id=ryxjH3R5KQ) | 6, 6, 7 | 0.47 | Reject |
| 363 | 6.33 | [Beyond Greedy Ranking: Slate Optimization Via List-cvae](https://openreview.net/forum?id=r1xX42R5Fm) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 364 | 6.33 | [Local Critic Training Of Deep Neural Networks](https://openreview.net/forum?id=B1x-LjAcKX) | 6, 6, 7 | 0.47 | Reject |
| 365 | 6.33 | [On The Sensitivity Of Adversarial Robustness To Input Data Distributions](https://openreview.net/forum?id=S1xNEhR9KX) | 7, 5, 7 | 0.94 | Accept (Poster) |
| 366 | 6.33 | [A Rotation And A Translation Suffice: Fooling Cnns With Simple Transformations](https://openreview.net/forum?id=BJfvknCqFQ) | 8, 6, 5 | 1.25 | Reject |
| 367 | 6.33 | [Verification Of Non-linear Specifications For Neural Networks](https://openreview.net/forum?id=HyeFAsRctQ) | 7, 5, 7 | 0.94 | Accept (Poster) |
| 368 | 6.33 | [Visual Reasoning By Progressive Module Networks](https://openreview.net/forum?id=B1fpDsAqt7) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 369 | 6.33 | [Hierarchical Interpretations For Neural Network Predictions](https://openreview.net/forum?id=SkEqro0ctQ) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 370 | 6.33 | [Robust Estimation Via Generative Adversarial Networks](https://openreview.net/forum?id=BJgRDjR9tQ) | 7, 5, 7 | 0.94 | Accept (Poster) |
| 371 | 6.33 | [Large-scale Answerer In Questioner's Mind For Visual Dialog Question Generation](https://openreview.net/forum?id=rkgT3jRct7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 372 | 6.33 | [Stochastic Gradient Descent Learns State Equations With Nonlinear Activations](https://openreview.net/forum?id=rkeMHjR9Ym) | 7, 5, 7 | 0.94 | Reject |
| 373 | 6.33 | [Selfless Sequential Learning](https://openreview.net/forum?id=Bkxbrn0cYX) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 374 | 6.33 | [Mae: Mutual Posterior-divergence Regularization For Variational Autoencoders](https://openreview.net/forum?id=Hke4l2AcKQ) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 375 | 6.33 | [Information Asymmetry In Kl-regularized Rl](https://openreview.net/forum?id=S1lqMn05Ym) | 7, 5, 7 | 0.94 | Accept (Poster) |
| 376 | 6.33 | [Poincare Glove: Hyperbolic Word Embeddings](https://openreview.net/forum?id=Ske5r3AqK7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 377 | 6.33 | [From Language To Goals: Inverse Reinforcement Learning For Vision-based Instruction Following](https://openreview.net/forum?id=r1lq1hRqYQ) | 5, 5, 9 | 1.89 | Accept (Poster) |
| 378 | 6.33 | [Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method For Image Restoration](https://openreview.net/forum?id=SJfZKiC5FX) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 379 | 6.33 | [Soft Q-learning With Mutual-information Regularization](https://openreview.net/forum?id=HyEtjoCqFX) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 380 | 6.33 | [M^3rl: Mind-aware Multi-agent Management Reinforcement Learning](https://openreview.net/forum?id=BkzeUiRcY7) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 381 | 6.33 | [Invariance And Inverse Stability Under Relu](https://openreview.net/forum?id=SyxYEoA5FX) | 6, 6, 7 | 0.47 | Reject |
| 382 | 6.33 | [Diversity And Depth In Per-example Routing Models](https://openreview.net/forum?id=BkxWJnC9tX) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 383 | 6.33 | [Revealing Interpretable Object Representations From Human Behavior](https://openreview.net/forum?id=ryxSrhC9KX) | 7, 7, 5 | 0.94 | Accept (Poster) |
| 384 | 6.33 | [Learning Factorized Representations For Open-set Domain Adaptation](https://openreview.net/forum?id=SJe3HiC5KX) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 385 | 6.33 | [Functional Variational Bayesian Neural Networks](https://openreview.net/forum?id=rkxacs0qY7) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 386 | 6.33 | [Emi: Exploration With Mutual Information Maximizing State And Action Embeddings](https://openreview.net/forum?id=Hylyui09tm) | 5, 7, 7 | 0.94 | Reject |
| 387 | 6.33 | [Modeling The Long Term Future In Model-based Reinforcement Learning](https://openreview.net/forum?id=SkgQBn0cF7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 388 | 6.33 | [Deepobs: A Deep Learning Optimizer Benchmark Suite](https://openreview.net/forum?id=rJg6ssC5Y7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 389 | 6.33 | [Empirical Bounds On Linear Regions Of Deep Rectifier Networks](https://openreview.net/forum?id=B1MAJhR5YX) | 6, 7, 6 | 0.47 | Reject |
| 390 | 6.33 | [Signsgd With Majority Vote Is Communication Efficient And Fault Tolerant](https://openreview.net/forum?id=BJxhijAcY7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 391 | 6.33 | [Babyai: A Platform To Study The Sample Efficiency Of Grounded Language Learning](https://openreview.net/forum?id=rJeXCo0cYX) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 392 | 6.33 | [Excessive Invariance Causes Adversarial Vulnerability](https://openreview.net/forum?id=BkfbpsAcF7) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 393 | 6.33 | [Overcoming The Disentanglement Vs Reconstruction Trade-off Via Jacobian Supervision](https://openreview.net/forum?id=Hkg4W2AcFm) | 7, 7, 5 | 0.94 | Accept (Poster) |
| 394 | 6.33 | [Feature-wise Bias Amplification](https://openreview.net/forum?id=S1ecm2C9K7) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 395 | 6.33 | [Why Do Deep Convolutional Networks Generalize So Poorly To Small Image Transformations?](https://openreview.net/forum?id=HJxYwiC5tm) | 7, 7, 5 | 0.94 | Reject |
| 396 | 6.33 | [Hierarchical Generative Modeling For Controllable Speech Synthesis](https://openreview.net/forum?id=rygkk305YQ) | 8, 6, 5 | 1.25 | Accept (Poster) |
| 397 | 6.33 | [Multi-step Retriever-reader Interaction For Scalable Open-domain Question Answering](https://openreview.net/forum?id=HkfPSh05K7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 398 | 6.33 | [Improved Gradient Estimators For Stochastic Discrete Variables](https://openreview.net/forum?id=S1lKSjRcY7) | 7, 6, 6 | 0.47 | Reject |
| 399 | 6.33 | [Characterizing Audio Adversarial Examples Using Temporal Dependency](https://openreview.net/forum?id=r1g4E3C9t7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 400 | 6.33 | [Data-dependent Coresets For Compressing Neural Networks With Applications To Generalization Bounds](https://openreview.net/forum?id=HJfwJ2A5KX) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 401 | 6.33 | [Meta-learning With Latent Embedding Optimization](https://openreview.net/forum?id=BJgklhAcK7) | 6, 5, 8 | 1.25 | Accept (Poster) |
| 402 | 6.33 | [Probabilistic Planning With Sequential Monte Carlo Methods](https://openreview.net/forum?id=ByetGn0cYX) | 8, 6, 5 | 1.25 | Accept (Poster) |
| 403 | 6.33 | [Learning What You Can Do Before Doing Anything](https://openreview.net/forum?id=SylPMnR9Ym) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 404 | 6.33 | [Model-predictive Policy Learning With Uncertainty Regularization For Driving In Dense Traffic](https://openreview.net/forum?id=HygQBn0cYm) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 405 | 6.33 | [Spreading Vectors For Similarity Search](https://openreview.net/forum?id=SkGuG2R5tm) | 6, 7, 6 | 0.47 | Accept (Poster) |
| 406 | 6.33 | [Learning When To Communicate At Scale In Multiagent Cooperative And Competitive Tasks](https://openreview.net/forum?id=rye7knCqK7) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 407 | 6.33 | [Opportunistic Learning: Budgeted Cost-sensitive Learning From Data Streams](https://openreview.net/forum?id=S1eOHo09KX) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 408 | 6.33 | [The Singular Values Of Convolutional Layers](https://openreview.net/forum?id=rJevYoA9Fm) | 8, 4, 7 | 1.70 | Accept (Poster) |
| 409 | 6.33 | [Exemplar Guided Unsupervised Image-to-image Translation With Semantic Consistency](https://openreview.net/forum?id=S1lTg3RqYQ) | 6, 5, 8 | 1.25 | Accept (Poster) |
| 410 | 6.33 | [Learning-based Frequency Estimation Algorithms](https://openreview.net/forum?id=r1lohoCqY7) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 411 | 6.33 | [Max-mig: An Information Theoretic Approach For Joint Learning From Crowds](https://openreview.net/forum?id=BJg9DoR9t7) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 412 | 6.33 | [Multiple-attribute Text Rewriting](https://openreview.net/forum?id=H1g2NhC5KQ) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 413 | 6.33 | [Harmonizing Maximum Likelihood With Gans For Multimodal Conditional Generation](https://openreview.net/forum?id=HJxyAjRcFX) | 8, 7, 4 | 1.70 | Accept (Poster) |
| 414 | 6.33 | [Variational Autoencoder With Arbitrary Conditioning](https://openreview.net/forum?id=SyxtJh0qYm) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 415 | 6.33 | [A New Dog Learns Old Tricks: Rl Finds Classic Optimization Algorithms](https://openreview.net/forum?id=rkluJ2R9KQ) | 6, 6, 7 | 0.47 | Accept (Poster) |
| 416 | 6.33 | [Generating Multi-agent Trajectories Using Programmatic Weak Supervision](https://openreview.net/forum?id=rkxw-hAcFQ) | 7, 6, 6 | 0.47 | Accept (Poster) |
| 417 | 6.25 | [Maximal Divergence Sequential Autoencoder For Binary Software Vulnerability Detection](https://openreview.net/forum?id=ByloIiCqYQ) | 6, 7, 6, 6 | 0.43 | Accept (Poster) |
| 418 | 6.25 | [Neural Tts Stylization With Adversarial And Collaborative Games](https://openreview.net/forum?id=ByzcS3AcYX) | 6, 6, 6, 7 | 0.43 | Accept (Poster) |
| 419 | 6.25 | [Competitive Experience Replay](https://openreview.net/forum?id=Sklsm20ctX) | 5, 7, 6, 7 | 0.83 | Accept (Poster) |
| 420 | 6.25 | [Bayesian Policy Optimization For Model Uncertainty](https://openreview.net/forum?id=SJGvns0qK7) | 5, 6, 7, 7 | 0.83 | Accept (Poster) |
| 421 | 6.25 | [Sinkhorn Autoencoders](https://openreview.net/forum?id=BygNqoR9tm) | 5, 6, 7, 7 | 0.83 | Reject |
| 422 | 6.25 | [Two-timescale Networks For Nonlinear Value Function Approximation](https://openreview.net/forum?id=rJleN20qK7) | 6, 7, 6, 6 | 0.43 | Accept (Poster) |
| 423 | 6.25 | [Lyapunov-based Safe Policy Optimization](https://openreview.net/forum?id=Syxgbh05tQ) | 6, 6, 8, 5 | 1.09 | Reject |
| 424 | 6.25 | [Towards Consistent Performance On Atari Using Expert Demonstrations](https://openreview.net/forum?id=BkfPnoActQ) | 6, 5, 7, 7 | 0.83 | Reject |
| 425 | 6.00 | [Learning Implicit Generative Models By Teaching Explicit Ones](https://openreview.net/forum?id=Hkg1YiAcK7) | 7, 5, 6 | 0.82 | Reject |
| 426 | 6.00 | [Emerging Disentanglement In Auto-encoder Based Unsupervised Image Content Transfer](https://openreview.net/forum?id=BylE1205Fm) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 427 | 6.00 | [Projective Subspace Networks For Few-shot Learning](https://openreview.net/forum?id=rkzfuiA9F7) | 6, 6, 6 | 0.00 | Reject |
| 428 | 6.00 | [Environment Probing Interaction Policies](https://openreview.net/forum?id=ryl8-3AcFX) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 429 | 6.00 | [Stcn: Stochastic Temporal Convolutional Networks](https://openreview.net/forum?id=HkzSQhCcK7) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 430 | 6.00 | [Capsule Graph Neural Network](https://openreview.net/forum?id=Byl8BnRcYm) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 431 | 6.00 | [Top-down Neural Model For Formulae](https://openreview.net/forum?id=Byg5QhR5FQ) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 432 | 6.00 | [Tarmac: Targeted Multi-agent Communication](https://openreview.net/forum?id=H1e572A5tQ) | 6, 6, 6 | 0.00 | Reject |
| 433 | 6.00 | [Coarse-grain Fine-grain Coattention Network For Multi-evidence Question Answering](https://openreview.net/forum?id=Syl7OsRqY7) | 7, 7, 4 | 1.41 | Accept (Poster) |
| 434 | 6.00 | [Learning Programmatically Structured Representations With Perceptor Gradients](https://openreview.net/forum?id=SJggZnRcFQ) | 7, 6, 5 | 0.82 | Accept (Poster) |
| 435 | 6.00 | [Graph Transformer](https://openreview.net/forum?id=HJei-2RcK7) | 6, 6, 6 | 0.00 | Reject |
| 436 | 6.00 | [Feed-forward Propagation In Probabilistic Neural Networks With Categorical And Max Layers](https://openreview.net/forum?id=SkMuPjRcKQ) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 437 | 6.00 | [Discriminative Active Learning](https://openreview.net/forum?id=rJl-HsR9KX) | 8, 6, 4 | 1.63 | Reject |
| 438 | 6.00 | [Neural Logic Machines](https://openreview.net/forum?id=B1xY-hRctX) | 6, 7, 5 | 0.82 | Accept (Poster) |
| 439 | 6.00 | [Improving Sequence-to-sequence Learning Via Optimal Transport](https://openreview.net/forum?id=S1xtAjR5tX) | 6, 7, 5 | 0.82 | Accept (Poster) |
| 440 | 6.00 | [Backpropamine: Training Self-modifying Neural Networks With Differentiable Neuromodulated Plasticity](https://openreview.net/forum?id=r1lrAiA5Ym) | 4, 9, 5 | 2.16 | Accept (Poster) |
| 441 | 6.00 | [Learning To Propagate Labels: Transductive Propagation Network For Few-shot Learning](https://openreview.net/forum?id=SyVuRiC5K7) | 5, 6, 7 | 0.82 | Accept (Poster) |
| 442 | 6.00 | [Neural Mmo: A Massively Multiplayer Game Environment For Intelligent Agents](https://openreview.net/forum?id=S1gWz2CcKX) | 6, 5, 7 | 0.82 | Reject |
| 443 | 6.00 | [Learnable Embedding Space For Efficient Neural Architecture Compression](https://openreview.net/forum?id=S1xLN3C9YX) | 5, 7, 6 | 0.82 | Accept (Poster) |
| 444 | 6.00 | [Ib-gan: Disentangled Representation Learning With Information Bottleneck Gan](https://openreview.net/forum?id=ryljV2A5KX) | 7, 7, 4 | 1.41 | Reject |
| 445 | 6.00 | [Interpolation-prediction Networks For Irregularly Sampled Time Series](https://openreview.net/forum?id=r1efr3C9Ym) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 446 | 6.00 | [Learning Models For Visual 3d Localization With Implicit Mapping](https://openreview.net/forum?id=rkxusjRctQ) | 7, 5, 6 | 0.82 | Reject |
| 447 | 6.00 | [Transfer Learning For Related Reinforcement Learning Tasks Via Image-to-image Translation](https://openreview.net/forum?id=rkxjnjA5KQ) | 7, 7, 4 | 1.41 | Reject |
| 448 | 6.00 | [Countering Language Drift Via Grounding](https://openreview.net/forum?id=BkMn9jAcYQ) | 6, 6, 6 | 0.00 | Reject |
| 449 | 6.00 | [H-detach: Modifying The Lstm Gradient Towards Better Optimization](https://openreview.net/forum?id=ryf7ioRqFX) | 5, 6, 7 | 0.82 | Accept (Poster) |
| 450 | 6.00 | [Rigorous Agent Evaluation: An Adversarial Approach To Uncover Catastrophic Failures](https://openreview.net/forum?id=B1xhQhRcK7) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 451 | 6.00 | [Multi-class Classification Without Multi-class Labels](https://openreview.net/forum?id=SJzR2iRcK7) | 6, 7, 5 | 0.82 | Accept (Poster) |
| 452 | 6.00 | [Dadam: A Consensus-based Distributed Adaptive Gradient Method For Online Optimization](https://openreview.net/forum?id=SJeUAj05tQ) | 8, 4, 6 | 1.63 | Reject |
| 453 | 6.00 | [A Biologically Inspired Visual Working Memory For Deep Networks](https://openreview.net/forum?id=B1fbosCcYm) | 4, 5, 9 | 2.16 | Reject |
| 454 | 6.00 | [Multi-agent Dual Learning](https://openreview.net/forum?id=HyGhN2A5tm) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 455 | 6.00 | [Dirichlet Variational Autoencoder](https://openreview.net/forum?id=rkgsvoA9K7) | 6, 5, 7 | 0.82 | Reject |
| 456 | 6.00 | [Graph Convolutional Network With Sequential Attention For Goal-oriented Dialogue Systems](https://openreview.net/forum?id=Skz-3j05tm) | 5, 6, 7 | 0.82 | Reject |
| 457 | 6.00 | [Unsupervised Neural Multi-document Abstractive Summarization Of Reviews](https://openreview.net/forum?id=rylhToC5YQ) | 5, 4, 9 | 2.16 | Reject |
| 458 | 6.00 | [Semi-supervised Learning With Multi-domain Sentiment Word Embeddings](https://openreview.net/forum?id=SkenUj0qYm) | 6, 6, 6 | 0.00 | Reject |
| 459 | 6.00 | [Guiding Policies With Language Via Meta-learning](https://openreview.net/forum?id=HkgSEnA5KQ) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 460 | 6.00 | [Improving Sentence Representations With Multi-view Frameworks](https://openreview.net/forum?id=S1xzyhR9Y7) | 7, 6, 5 | 0.82 | Reject |
| 461 | 6.00 | [Estimating Information Flow In Dnns](https://openreview.net/forum?id=HkxOoiAcYX) | 7, 7, 4 | 1.41 | Reject |
| 462 | 6.00 | [Identifying Bias In Ai Using Simulation](https://openreview.net/forum?id=BJf_YjCqYX) | 5, 7, 6 | 0.82 | Reject |
| 463 | 6.00 | [Graph Wavelet Neural Network](https://openreview.net/forum?id=H1ewdiR5tQ) | 4, 7, 7 | 1.41 | Accept (Poster) |
| 464 | 6.00 | [Recurrent Kalman Networks: Factorized Inference In High-dimensional Deep Feature Spaces](https://openreview.net/forum?id=rkx1m2C5YQ) | 6, 6, 6 | 0.00 | Reject |
| 465 | 6.00 | [Learning Procedural Abstractions And Evaluating Discrete Latent Temporal Structure](https://openreview.net/forum?id=ByleB2CcKm) | 6, 5, 7 | 0.82 | Accept (Poster) |
| 466 | 6.00 | [Adversarial Information Factorization](https://openreview.net/forum?id=BJfRpoA9YX) | 6, 6, 6 | 0.00 | Reject |
| 467 | 6.00 | [Bnn+: Improved Binary Network Training](https://openreview.net/forum?id=SJfHg2A5tQ) | 8, 6, 4 | 1.63 | Reject |
| 468 | 6.00 | [An Empirical Study Of Binary Neural Networks' Optimisation](https://openreview.net/forum?id=rJfUCoR5KX) | 8, 6, 4 | 1.63 | Accept (Poster) |
| 469 | 6.00 | [Graph U-net](https://openreview.net/forum?id=HJePRoAct7) | 7, 4, 7 | 1.41 | Reject |
| 470 | 6.00 | [Distribution-interpolation Trade Off In Generative Models](https://openreview.net/forum?id=SyMhLo0qKQ) | 6, 7, 5 | 0.82 | Accept (Poster) |
| 471 | 6.00 | [A Closer Look At Few-shot Classification](https://openreview.net/forum?id=HkxLXnAcFQ) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 472 | 6.00 | [Decoupled Weight Decay Regularization](https://openreview.net/forum?id=Bkg6RiCqY7) | 6, 7, 5 | 0.82 | Accept (Poster) |
| 473 | 6.00 | [An Adaptive Homeostatic Algorithm For The Unsupervised Learning Of Visual Features](https://openreview.net/forum?id=SyMras0cFQ) | 5, 4, 9 | 2.16 | Reject |
| 474 | 6.00 | [Efficient Two-step Adversarial Defense For Deep Neural Networks](https://openreview.net/forum?id=BklpOo09tQ) | 5, 6, 7 | 0.82 | Reject |
| 475 | 6.00 | [Cramer-wold Autoencoder](https://openreview.net/forum?id=rkgwuiA9F7) | 5, 7, 6 | 0.82 | Reject |
| 476 | 6.00 | [Precision Highway For Ultra Low-precision Quantization](https://openreview.net/forum?id=SJx94o0qYX) | 6, 7, 5 | 0.82 | Reject |
| 477 | 6.00 | [Graphseq2seq: Graph-sequence-to-sequence For Neural Machine Translation](https://openreview.net/forum?id=B1fA3oActQ) | 6, 6, 6 | 0.00 | Reject |
| 478 | 6.00 | [Learning Multi-level Hierarchies With Hindsight](https://openreview.net/forum?id=ryzECoAcY7) | 6, 7, 5 | 0.82 | Accept (Poster) |
| 479 | 6.00 | [The Variational Deficiency Bottleneck](https://openreview.net/forum?id=rygjN3C9F7) | 5, 7, 6 | 0.82 | Reject |
| 480 | 6.00 | [Universal Successor Features Approximators](https://openreview.net/forum?id=S1VWjiRcKX) | 7, 5, 6 | 0.82 | Accept (Poster) |
| 481 | 6.00 | [Deep Lagrangian Networks: Using Physics As Model Prior For Deep Learning](https://openreview.net/forum?id=BklHpjCqKm) | 7, 4, 7 | 1.41 | Accept (Poster) |
| 482 | 6.00 | [Neural Program Repair By Jointly Learning To Localize And Repair](https://openreview.net/forum?id=ByloJ20qtm) | 6, 7, 5 | 0.82 | Accept (Poster) |
| 483 | 6.00 | [Measuring And Regularizing Networks In Function Space](https://openreview.net/forum?id=SkMwpiR9Y7) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 484 | 6.00 | [Anytime Minibatch: Exploiting Stragglers In Online Distributed Optimization](https://openreview.net/forum?id=rkzDIiA5YQ) | 4, 7, 7 | 1.41 | Accept (Poster) |
| 485 | 6.00 | [Stochastic Gradient Push For Distributed Deep Learning](https://openreview.net/forum?id=HkgSk2A9Y7) | 6, 6, 6 | 0.00 | Reject |
| 486 | 6.00 | [A Direct Approach To Robust Deep Learning Using Adversarial Networks](https://openreview.net/forum?id=S1lIMn05F7) | 5, 7, 6 | 0.82 | Accept (Poster) |
| 487 | 6.00 | [Gamepad: A Learning Environment For Theorem Proving](https://openreview.net/forum?id=r1xwKoR9Y7) | 4, 7, 7 | 1.41 | Accept (Poster) |
| 488 | 6.00 | [Don’t Judge A Book By Its Cover - On The Dynamics Of Recurrent Neural Networks](https://openreview.net/forum?id=H1z_Z2A5tX) | 5, 7, 6 | 0.82 | Reject |
| 489 | 6.00 | [Uncovering Surprising Behaviors In Reinforcement Learning Via Worst-case Analysis](https://openreview.net/forum?id=SkgZNnR5tX) | 5, 7, 6 | 0.82 | Reject |
| 490 | 6.00 | [Language Model Pre-training For Hierarchical Document Representations](https://openreview.net/forum?id=rygnfn0qF7) | 6, 6, 6 | 0.00 | Reject |
| 491 | 6.00 | [Manifold Mixup: Learning Better Representations By Interpolating Hidden States](https://openreview.net/forum?id=rJlRKjActQ) | 6, 4, 8 | 1.63 | Reject |
| 492 | 6.00 | [Dimension-free Bounds For Low-precision Training](https://openreview.net/forum?id=ryeX-nC9YQ) | 6, 6, 6 | 0.00 | Reject |
| 493 | 6.00 | [Kernel Rnn Learning (kernl)](https://openreview.net/forum?id=ryGfnoC5KQ) | 5, 7, 6 | 0.82 | Accept (Poster) |
| 494 | 6.00 | [Datnet: Dual Adversarial Transfer For Low-resource Named Entity Recognition](https://openreview.net/forum?id=HkGzUjR5tQ) | 6, 6, 6 | 0.00 | Reject |
| 495 | 6.00 | [Optimistic Mirror Descent In Saddle-point Problems: Going The Extra (gradient) Mile](https://openreview.net/forum?id=Bkg8jjC9KQ) | 7, 6, 5 | 0.82 | Accept (Poster) |
| 496 | 6.00 | [Deep Convolutional Networks As Shallow Gaussian Processes](https://openreview.net/forum?id=Bklfsi0cKm) | 5, 8, 5 | 1.41 | Accept (Poster) |
| 497 | 6.00 | [On The Computational Inefficiency Of Large Batch Sizes For Stochastic Gradient Descent](https://openreview.net/forum?id=S1en0sRqKm) | 5, 8, 5 | 1.41 | Reject |
| 498 | 6.00 | [Wasserstein Barycenter Model Ensembling](https://openreview.net/forum?id=H1g4k309F7) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 499 | 6.00 | [Computing Committor Functions For The Study Of Rare Events Using Deep Learning With Importance Sampling](https://openreview.net/forum?id=H1lPUiRcYQ) | 6, 6, 5, 7 | 0.71 | Reject |
| 500 | 6.00 | [Scaling Shared Model Governance Via Model Splitting](https://openreview.net/forum?id=H1xEtoRqtQ) | 4, 5, 9 | 2.16 | Reject |
| 501 | 6.00 | [Generative Feature Matching Networks](https://openreview.net/forum?id=Syfz6sC9tQ) | 6, 6, 6, 6 | 0.00 | Reject |
| 502 | 6.00 | [Mixed Precision Quantization Of Convnets Via Differentiable Neural Architecture Search](https://openreview.net/forum?id=BJGVX3CqYm) | 5, 6, 7, 6 | 0.71 | Reject |
| 503 | 6.00 | [Alignment Based Mathching Networks For One-shot Classification And Open-set Recognition](https://openreview.net/forum?id=Skl6k209Ym) | 7, 6, 7, 4 | 1.22 | Reject |
| 504 | 6.00 | [Unsupervised Adversarial Image Reconstruction](https://openreview.net/forum?id=BJg4Z3RqF7) | 6, 8, 4 | 1.63 | Accept (Poster) |
| 505 | 6.00 | [Adversarial Reprogramming Of Neural Networks](https://openreview.net/forum?id=Syx_Ss05tm) | 4, 6, 8 | 1.63 | Accept (Poster) |
| 506 | 6.00 | [Reinforcement Learning With Perturbed Rewards](https://openreview.net/forum?id=BkMWx309FX) | 6, 6, 6 | 0.00 | Reject |
| 507 | 6.00 | [Variational Bayesian Phylogenetic Inference](https://openreview.net/forum?id=SJVmjjR9FX) | 6, 5, 7 | 0.82 | Accept (Poster) |
| 508 | 6.00 | [Efficient Multi-objective Neural Architecture Search Via Lamarckian Evolution](https://openreview.net/forum?id=ByME42AqK7) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 509 | 6.00 | [On-policy Trust Region Policy Optimisation With Replay Buffers](https://openreview.net/forum?id=B1MB5oRqtQ) | 7, 6, 5 | 0.82 | Reject |
| 510 | 6.00 | [A Max-affine Spline Perspective Of Recurrent Neural Networks](https://openreview.net/forum?id=BJej72AqF7) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 511 | 6.00 | [Explicit Information Placement On Latent Variables Using Auxiliary Generative Modelling Task](https://openreview.net/forum?id=H1l-SjA5t7) | 6, 7, 5 | 0.82 | Reject |
| 512 | 6.00 | [Code2seq: Generating Sequences From Structured Representations Of Code](https://openreview.net/forum?id=H1gKYo09tX) | 6, 7, 5 | 0.82 | Accept (Poster) |
| 513 | 6.00 | [Overcoming Catastrophic Forgetting For Continual Learning Via Model Adaptation](https://openreview.net/forum?id=ryGvcoA5YX) | 5, 6, 7 | 0.82 | Accept (Poster) |
| 514 | 6.00 | [Dl2: Training And Querying Neural Networks With Logic](https://openreview.net/forum?id=H1faSn0qY7) | 7, 5, 6 | 0.82 | Reject |
| 515 | 6.00 | [Cost-sensitive Robustness Against Adversarial Examples](https://openreview.net/forum?id=BygANhA9tQ) | 5, 5, 8 | 1.41 | Accept (Poster) |
| 516 | 6.00 | [Robust Conditional Generative Adversarial Networks](https://openreview.net/forum?id=Byg0DsCqYQ) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 517 | 6.00 | [Unsupervised Discovery Of Parts, Structure, And Dynamics](https://openreview.net/forum?id=rJe10iC5K7) | 6, 6, 7, 5 | 0.71 | Accept (Poster) |
| 518 | 6.00 | [Learning To Learn With Conditional Class Dependencies](https://openreview.net/forum?id=BJfOXnActQ) | 6, 8, 4 | 1.63 | Accept (Poster) |
| 519 | 6.00 | [Aggregated Momentum: Stability Through Passive Damping](https://openreview.net/forum?id=Syxt5oC5YQ) | 7, 6, 5 | 0.82 | Accept (Poster) |
| 520 | 6.00 | [Discovery Of Natural Language Concepts In Individual Units Of Cnns](https://openreview.net/forum?id=S1EERs09YQ) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 521 | 6.00 | [Generative Predecessor Models For Sample-efficient Imitation Learning](https://openreview.net/forum?id=SkeVsiAcYm) | 6, 5, 7 | 0.82 | Accept (Poster) |
| 522 | 6.00 | [Image Deformation Meta-network For One-shot Learning](https://openreview.net/forum?id=Sylw7nCqFQ) | 5, 7, 6 | 0.82 | N/A |
| 523 | 6.00 | [Adversarial Vulnerability Of Neural Networks Increases With Input Dimension](https://openreview.net/forum?id=H1MzKs05F7) | 6, 4, 9, 5 | 1.87 | Reject |
| 524 | 6.00 | [How To Train Your Maml](https://openreview.net/forum?id=HJGven05Y7) | 5, 6, 7 | 0.82 | Accept (Poster) |
| 525 | 6.00 | [Learning Kolmogorov Models For Binary Random Variables](https://openreview.net/forum?id=BJfguoAcFm) | 5, 5, 8 | 1.41 | Reject |
| 526 | 6.00 | [Unsupervised Hyper-alignment For Multilingual Word Embeddings](https://openreview.net/forum?id=HJe62s09tX) | 5, 6, 7 | 0.82 | Accept (Poster) |
| 527 | 6.00 | [Adversarial Imitation Via Variational Inverse Reinforcement Learning](https://openreview.net/forum?id=HJlmHoR5tQ) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 528 | 6.00 | [Improving The Generalization Of Adversarial Training With Domain Adaptation](https://openreview.net/forum?id=SyfIfnC5Ym) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 529 | 6.00 | [Formal Limitations On The Measurement Of Mutual Information](https://openreview.net/forum?id=BkedwoC5t7) | 8, 6, 4 | 1.63 | Reject |
| 530 | 6.00 | [Online Hyperparameter Adaptation Via Amortized Proximal Optimization](https://openreview.net/forum?id=rJl6M2C5Y7) | 6, 5, 7 | 0.82 | Reject |
| 531 | 6.00 | [Machine Translation With Weakly Paired Bilingual Documents](https://openreview.net/forum?id=ryza73R9tQ) | 6, 5, 7 | 0.82 | Reject |
| 532 | 6.00 | [Greedy Attack And Gumbel Attack: Generating Adversarial Examples For Discrete Data](https://openreview.net/forum?id=ByghKiC5YX) | 3, 6, 8, 7 | 1.87 | Reject |
| 533 | 6.00 | [Variance Networks: When Expectation Does Not Meet Your Expectations](https://openreview.net/forum?id=B1GAUs0cKQ) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 534 | 6.00 | [Shallow Learning For Deep Networks](https://openreview.net/forum?id=r1Gsk3R9Fm) | 6, 5, 7 | 0.82 | Reject |
| 535 | 6.00 | [Success At Any Cost: Value Constrained Model-free Continuous Control](https://openreview.net/forum?id=rJlJ-2CqtX) | 7, 5, 6 | 0.82 | Reject |
| 536 | 6.00 | [Language Modeling Teaches You More Syntax Than Translation Does: Lessons Learned Through Auxiliary Task Analysis](https://openreview.net/forum?id=ryeNPi0qKX) | 6, 5, 7 | 0.82 | Reject |
| 537 | 6.00 | [Hierarchical Reinforcement Learning Via Advantage-weighted Information Maximization](https://openreview.net/forum?id=Hyl_vjC5KQ) | 5, 6, 7 | 0.82 | Accept (Poster) |
| 538 | 6.00 | [Mean-field Analysis Of Batch Normalization](https://openreview.net/forum?id=B1eSg3C9Ym) | 7, 6, 5 | 0.82 | Reject |
| 539 | 6.00 | [Learning From Positive And Unlabeled Data With A Selection Bias](https://openreview.net/forum?id=rJzLciCqKm) | 7, 6, 5 | 0.82 | Accept (Poster) |
| 540 | 6.00 | [A Kernel Random Matrix-based Approach For Sparse Pca](https://openreview.net/forum?id=rkgBHoCqYX) | 5, 7, 6 | 0.82 | Accept (Poster) |
| 541 | 6.00 | [Per-tensor Fixed-point Quantization Of The Back-propagation Algorithm](https://openreview.net/forum?id=rkxaNjA9Ym) | 7, 3, 8 | 2.16 | Accept (Poster) |
| 542 | 6.00 | [Fortified Networks: Improving The Robustness Of Deep Networks By Modeling The Manifold Of Hidden Representations](https://openreview.net/forum?id=SkgVRiC9Km) | 4, 5, 9, 6 | 1.87 | Reject |
| 543 | 6.00 | [A Comprehensive, Application-oriented Study Of Catastrophic Forgetting In Dnns](https://openreview.net/forum?id=BkloRs0qK7) | 5, 6, 7 | 0.82 | Accept (Poster) |
| 544 | 6.00 | [Interactive Agent Modeling By Learning To Probe](https://openreview.net/forum?id=SJl98sR5tX) | 6, 6, 6, 6 | 0.00 | Reject |
| 545 | 6.00 | [Learning Heuristics For Automated Reasoning Through Reinforcement Learning](https://openreview.net/forum?id=HkeyZhC9F7) | 5, 6, 7 | 0.82 | Reject |
| 546 | 6.00 | [Stochastic Prediction Of Multi-agent Interactions From Partial Observations](https://openreview.net/forum?id=r1xdH3CcKX) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 547 | 6.00 | [Combinatorial Attacks On Binarized Neural Networks](https://openreview.net/forum?id=S1lTEh09FQ) | 5, 6, 7 | 0.82 | Accept (Poster) |
| 548 | 6.00 | [Invase: Instance-wise Variable Selection Using Neural Networks](https://openreview.net/forum?id=BJg_roAcK7) | 6, 6, 6 | 0.00 | Accept (Poster) |
| 549 | 5.75 | [On The Margin Theory Of Feedforward Neural Networks](https://openreview.net/forum?id=HJGtFoC5Fm) | 5, 5, 6, 7 | 0.83 | Reject |
| 550 | 5.75 | [Neural Networks For Modeling Source Code Edits](https://openreview.net/forum?id=Sklr9i09KQ) | 5, 6, 6, 6 | 0.43 | Reject |
| 551 | 5.75 | [Efficiently Testing Local Optimality And Escaping Saddles For Relu Networks](https://openreview.net/forum?id=HylTXn0qYX) | 3, 6, 6, 8 | 1.79 | Accept (Poster) |
| 552 | 5.75 | [Automata Guided Skill Composition](https://openreview.net/forum?id=HkfwpiA9KX) | 7, 5, 6, 5 | 0.83 | Reject |
| 553 | 5.67 | [A More Globally Accurate Dimensionality Reduction Method Using Triplets](https://openreview.net/forum?id=BkgVx3A9Km) | 6, 5, 6 | 0.47 | Reject |
| 554 | 5.67 | [Eddi: Efficient Dynamic Discovery Of High-value Information With Partial Vae](https://openreview.net/forum?id=HJl0jiRqtX) | 6, 5, 6 | 0.47 | Reject |
| 555 | 5.67 | [Deep Imitative Models For Flexible Inference, Planning, And Control](https://openreview.net/forum?id=SyehMhC9Y7) | 5, 6, 6 | 0.47 | Reject |
| 556 | 5.67 | [Set Transformer](https://openreview.net/forum?id=Hkgnii09Ym) | 5, 6, 6 | 0.47 | Reject |
| 557 | 5.67 | [Transfer Learning Via Unsupervised Task Discovery For Visual Question Answering](https://openreview.net/forum?id=rkelDoCqFX) | 4, 5, 8 | 1.70 | N/A |
| 558 | 5.67 | [Information Regularized Neural Networks](https://openreview.net/forum?id=BJgvg30ctX) | 6, 6, 5 | 0.47 | Reject |
| 559 | 5.67 | [An Information-theoretic Metric Of Transferability For Task Transfer Learning](https://openreview.net/forum?id=BkxAUjRqY7) | 5, 6, 6 | 0.47 | Reject |
| 560 | 5.67 | [Detecting Out-of-distribution Samples Using Low-order Deep Features Statistics](https://openreview.net/forum?id=rkgpCoRctm) | 5, 5, 7 | 0.94 | Reject |
| 561 | 5.67 | [Laplacian Smoothing Gradient Descent](https://openreview.net/forum?id=By41BjA9YQ) | 6, 6, 5 | 0.47 | Reject |
| 562 | 5.67 | [Cross-task Knowledge Transfer For Visually-grounded Navigation](https://openreview.net/forum?id=ByGq7hRqKX) | 7, 5, 5 | 0.94 | Reject |
| 563 | 5.67 | [Super-resolution Via Conditional Implicit Maximum Likelihood Estimation](https://openreview.net/forum?id=HklyMhCqYQ) | 5, 6, 6 | 0.47 | Reject |
| 564 | 5.67 | [Mode Normalization](https://openreview.net/forum?id=HyN-M2Rctm) | 5, 6, 6 | 0.47 | Accept (Poster) |
| 565 | 5.67 | [Learning Cross-lingual Sentence Representations Via A Multi-task Dual-encoder Model](https://openreview.net/forum?id=BJgGhiR5KX) | 7, 4, 6 | 1.25 | Reject |
| 566 | 5.67 | [Ppo-cma: Proximal Policy Optimization With Covariance Matrix Adaptation](https://openreview.net/forum?id=B1VWtsA5tQ) | 4, 9, 4 | 2.36 | Reject |
| 567 | 5.67 | [A Resizable Mini-batch Gradient Descent Based On A Multi-armed Bandit](https://openreview.net/forum?id=H1lGHsA9KX) | 6, 7, 4 | 1.25 | Reject |
| 568 | 5.67 | [Understanding Gans Via Generalization Analysis For Disconnected Support](https://openreview.net/forum?id=B1x5KiCcFX) | 6, 5, 6 | 0.47 | Reject |
| 569 | 5.67 | [Open-ended Content-style Recombination Via Leakage Filtering](https://openreview.net/forum?id=B1eXbn05t7) | 7, 5, 5 | 0.94 | Reject |
| 570 | 5.67 | [Adversarial Audio Synthesis](https://openreview.net/forum?id=ByMVTsR5KQ) | 5, 6, 6 | 0.47 | Accept (Poster) |
| 571 | 5.67 | [A Variational Dirichlet Framework For Out-of-distribution Detection](https://openreview.net/forum?id=ByxmXnA9FQ) | 6, 5, 6 | 0.47 | Reject |
| 572 | 5.67 | [Stochastic Adversarial Video Prediction](https://openreview.net/forum?id=HyEl3o05Fm) | 6, 6, 5 | 0.47 | Reject |
| 573 | 5.67 | [Transfer Learning For Sequences Via Learning To Collocate](https://openreview.net/forum?id=ByldlhAqYQ) | 6, 5, 6 | 0.47 | Accept (Poster) |
| 574 | 5.67 | [Talk The Walk: Navigating Grids In New York City Through Grounded Dialogue](https://openreview.net/forum?id=HyxhusA9Fm) | 6, 7, 4 | 1.25 | Reject |
| 575 | 5.67 | [Random Mesh Projectors For Inverse Problems](https://openreview.net/forum?id=HyGcghRct7) | 6, 7, 4 | 1.25 | Accept (Poster) |
| 576 | 5.67 | [Infobot: Transfer And Exploration Via The Information Bottleneck](https://openreview.net/forum?id=rJg8yhAqKm) | 7, 7, 3 | 1.89 | Accept (Poster) |
| 577 | 5.67 | [Trace-back Along Capsules And Its Application On Semantic Segmentation](https://openreview.net/forum?id=H1xpe2C5Km) | 6, 6, 5 | 0.47 | Reject |
| 578 | 5.67 | [Adversarially Learned Mixture Model](https://openreview.net/forum?id=SJLhxnRqFQ) | 6, 5, 6 | 0.47 | Reject |
| 579 | 5.67 | [Unsupervised Document Representation Using Partition Word-vectors Averaging](https://openreview.net/forum?id=HyNbtiR9YX) | 6, 7, 4 | 1.25 | Reject |
| 580 | 5.67 | [Deep Recurrent Gaussian Process With Variational Sparse Spectrum Approximation](https://openreview.net/forum?id=BkgosiRcKm) | 5, 5, 7 | 0.94 | Reject |
| 581 | 5.67 | [A Frank-wolfe Framework For Efficient And Effective Adversarial Attacks](https://openreview.net/forum?id=Hyewf3AqYX) | 5, 5, 7 | 0.94 | Reject |
| 582 | 5.67 | [Adaptive Gradient Methods With Dynamic Bound Of Learning Rate](https://openreview.net/forum?id=Bkg3g2R9FX) | 7, 4, 6 | 1.25 | Accept (Poster) |
| 583 | 5.67 | [Convolutional Crfs For Semantic Segmentation](https://openreview.net/forum?id=H1xEwsR9FX) | 7, 4, 6 | 1.25 | Reject |
| 584 | 5.67 | [Ppd: Permutation Phase Defense Against Adversarial Examples In Deep Learning](https://openreview.net/forum?id=HkElFj0qYQ) | 6, 7, 4 | 1.25 | Reject |
| 585 | 5.67 | [Generalizable Adversarial Training Via Spectral Normalization](https://openreview.net/forum?id=Hyx4knR9Ym) | 6, 5, 6 | 0.47 | Accept (Poster) |
| 586 | 5.67 | [Cbow Is Not All You Need: Combining Cbow With The Compositional Matrix Space Model](https://openreview.net/forum?id=H1MgjoR9tQ) | 6, 5, 6 | 0.47 | Accept (Poster) |
| 587 | 5.67 | [Soseleto: A Unified Approach To Transfer Learning And Training With Noisy Labels](https://openreview.net/forum?id=Hye-LiR5Y7) | 7, 5, 5 | 0.94 | Reject |
| 588 | 5.67 | [Revisiting Reweighted Wake-sleep](https://openreview.net/forum?id=BJzuKiC9KX) | 5, 6, 6 | 0.47 | Reject |
| 589 | 5.67 | [Lipschitz Regularized Deep Neural Networks Generalize](https://openreview.net/forum?id=r1l3NiCqY7) | 4, 6, 7 | 1.25 | Reject |
| 590 | 5.67 | [Necst: Neural Joint Source-channel Coding](https://openreview.net/forum?id=BJgbzhC5Ym) | 6, 4, 7 | 1.25 | Reject |
| 591 | 5.67 | [Multi-objective Training Of Generative Adversarial Networks With Multiple Discriminators](https://openreview.net/forum?id=S1MB-3RcF7) | 6, 5, 6 | 0.47 | Reject |
| 592 | 5.67 | [Small Steps And Giant Leaps: Minimal Newton Solvers For Deep Learning](https://openreview.net/forum?id=Sygx4305KQ) | 7, 7, 3 | 1.89 | Reject |
| 593 | 5.67 | [Actrce: Augmenting Experience Via Teacher’s Advice](https://openreview.net/forum?id=HyM8V2A9Km) | 5, 7, 5 | 0.94 | Reject |
| 594 | 5.67 | [Adaptive Sample-space & Adaptive Probability Coding: A Neural-network Based Approach For Compression](https://openreview.net/forum?id=HkzNXhC9KQ) | 5, 7, 5 | 0.94 | Reject |
| 595 | 5.67 | [Collapse Of Deep And Narrow Neural Nets](https://openreview.net/forum?id=r1MSBjA9Ym) | 6, 4, 7 | 1.25 | Reject |
| 596 | 5.67 | [Incremental Training Of Multi-generative Adversarial Networks](https://openreview.net/forum?id=ryekdoCqF7) | 5, 6, 6 | 0.47 | Reject |
| 597 | 5.67 | [Visual Explanation By Interpretation: Improving Visual Feedback Capabilities Of Deep Neural Networks](https://openreview.net/forum?id=H1ziPjC5Fm) | 8, 4, 5 | 1.70 | Accept (Poster) |
| 598 | 5.67 | [The Loss Landscape Of Overparameterized Neural Networks](https://openreview.net/forum?id=SyezvsC5tX) | 5, 7, 5 | 0.94 | Reject |
| 599 | 5.67 | [Rotation Equivariant Networks Via Conic Convolution And The Dft](https://openreview.net/forum?id=BJepX2A9tX) | 4, 7, 6 | 1.25 | N/A |
| 600 | 5.67 | [Backprop With Approximate Activations For Memory-efficient Network Training](https://openreview.net/forum?id=rJgfjjC9Ym) | 5, 7, 5 | 0.94 | Reject |
| 601 | 5.67 | [Nested Dithered Quantization For Communication Reduction In Distributed Training](https://openreview.net/forum?id=rJxMM2C5K7) | 5, 5, 7 | 0.94 | Reject |
| 602 | 5.67 | [Switching Linear Dynamics For Variational Bayes Filtering](https://openreview.net/forum?id=B1MbDj0ctQ) | 6, 4, 7 | 1.25 | Reject |
| 603 | 5.67 | [Exploring The Interpretability Of Lstm Neural Networks Over Multi-variable Data](https://openreview.net/forum?id=HklVMnR5tQ) | 6, 5, 6 | 0.47 | Reject |
| 604 | 5.67 | [Pix2scene: Learning Implicit 3d Representations From Images](https://openreview.net/forum?id=BJeem3C9F7) | 5, 6, 6 | 0.47 | Reject |
| 605 | 5.67 | [Manifold Regularization With Gans For Semi-supervised Learning](https://openreview.net/forum?id=Syf9Q209YQ) | 7, 5, 5 | 0.94 | Reject |
| 606 | 5.67 | [Random Mask: Towards Robust Convolutional Neural Networks](https://openreview.net/forum?id=SkgkJn05YX) | 6, 7, 4 | 1.25 | Reject |
| 607 | 5.67 | [Predict Then Propagate: Graph Neural Networks Meet Personalized Pagerank](https://openreview.net/forum?id=H1gL-2A9Ym) | 5, 5, 7 | 0.94 | Accept (Poster) |
| 608 | 5.67 | [Pyramid Recurrent Neural Networks For Multi-scale Change-point Detection](https://openreview.net/forum?id=HkGTwjCctm) | 4, 6, 7 | 1.25 | Reject |
| 609 | 5.67 | [Adversarial Attacks On Node Embeddings](https://openreview.net/forum?id=Sye7qoC5FQ) | 5, 6, 6 | 0.47 | Reject |
| 610 | 5.67 | [Learning Exploration Policies For Navigation](https://openreview.net/forum?id=SyMWn05F7) | 3, 7, 7 | 1.89 | Accept (Poster) |
| 611 | 5.67 | [Domain Adaptation For Structured Output Via Disentangled Patch Representations](https://openreview.net/forum?id=B1xFhiC9Y7) | 7, 5, 5 | 0.94 | Reject |
| 612 | 5.67 | [Doubly Sparse: Sparse Mixture Of Sparse Experts For Efficient Softmax Inference](https://openreview.net/forum?id=rJl2E3AcF7) | 6, 4, 7 | 1.25 | Reject |
| 613 | 5.67 | [Infinitely Deep Infinite-width Networks](https://openreview.net/forum?id=SkGT6sRcFX) | 5, 6, 6 | 0.47 | Reject |
| 614 | 5.67 | [A Model Cortical Network For Spatiotemporal Sequence Learning And Prediction](https://openreview.net/forum?id=BJl_VnR9Km) | 7, 7, 3 | 1.89 | Reject |
| 615 | 5.67 | [Perception-aware Point-based Value Iteration For Partially Observable Markov Decision Processes](https://openreview.net/forum?id=S1lTg3RcFm) | 6, 4, 7 | 1.25 | Reject |
| 616 | 5.67 | [Adversarial Exploration Strategy For Self-supervised Imitation Learning](https://openreview.net/forum?id=Hyxtso0qtX) | 7, 5, 5 | 0.94 | Reject |
| 617 | 5.67 | [Gradient-based Training Of Slow Feature Analysis By Differentiable Approximate Whitening](https://openreview.net/forum?id=rJlHIo09KQ) | 5, 6, 6 | 0.47 | Reject |
| 618 | 5.67 | [A Closer Look At Deep Learning Heuristics: Learning Rate Restarts, Warmup And Distillation](https://openreview.net/forum?id=r14EOsCqKX) | 4, 7, 6 | 1.25 | Accept (Poster) |
| 619 | 5.67 | [Learning State Representations In Complex Systems With Multimodal Data](https://openreview.net/forum?id=BkMXkhA5Fm) | 6, 6, 5 | 0.47 | Reject |
| 620 | 5.67 | [Representing Formal Languages: A Comparison Between Finite Automata And Recurrent Neural Networks](https://openreview.net/forum?id=H1zeHnA9KX) | 7, 5, 5 | 0.94 | Accept (Poster) |
| 621 | 5.67 | [Controlling Covariate Shift Using Equilibrium Normalization Of Weights](https://openreview.net/forum?id=ryGDEjCcK7) | 4, 6, 7 | 1.25 | Reject |
| 622 | 5.67 | [Accelerating Nonconvex Learning Via Replica Exchange Langevin Diffusion](https://openreview.net/forum?id=SJfPFjA9Fm) | 4, 7, 6 | 1.25 | Accept (Poster) |
| 623 | 5.67 | [Neural Networks With Structural Resistance To Adversarial Attacks](https://openreview.net/forum?id=BJgolhR9Km) | 5, 5, 7 | 0.94 | Reject |
| 624 | 5.67 | [Interactive Parallel Exploration For Reinforcement Learning In Continuous Action Spaces](https://openreview.net/forum?id=B1eEKi0qYQ) | 6, 4, 7 | 1.25 | Reject |
| 625 | 5.67 | [Neural Separation Of Observed And Unobserved Distributions](https://openreview.net/forum?id=SkelJnRqt7) | 6, 5, 6 | 0.47 | Reject |
| 626 | 5.67 | [Dynamic Early Terminating Of Multiply Accumulate Operations For Saving Computation Cost In Convolutional Neural Networks](https://openreview.net/forum?id=SJe8DsR9tm) | 5, 6, 6 | 0.47 | Reject |
| 627 | 5.67 | [Codraw: Collaborative Drawing As A Testbed For Grounded Goal-driven Communication](https://openreview.net/forum?id=r1GkMhAqYm) | 4, 6, 7 | 1.25 | Reject |
| 628 | 5.67 | [Understanding & Generalizing Alphago Zero](https://openreview.net/forum?id=rkxtl3C5YX) | 5, 7, 5 | 0.94 | Reject |
| 629 | 5.67 | [Learning Actionable Representations With Goal Conditioned Policies](https://openreview.net/forum?id=Hye9lnCct7) | 5, 6, 6 | 0.47 | Accept (Poster) |
| 630 | 5.67 | [Deep Denoising: Rate-optimal Recovery Of Structured Signals With A Deep Prior](https://openreview.net/forum?id=SklcFsAcKX) | 6, 5, 6 | 0.47 | Reject |
| 631 | 5.67 | [Attentive Task-agnostic Meta-learning For Few-shot Text Classification](https://openreview.net/forum?id=SyxMWh09KX) | 5, 5, 7 | 0.94 | Reject |
| 632 | 5.67 | [Mile: A Multi-level Framework For Scalable Graph Embedding](https://openreview.net/forum?id=HJeKCi0qYX) | 7, 4, 6 | 1.25 | Reject |
| 633 | 5.67 | [Stochastic Gradient/mirror Descent: Minimax Optimality And Implicit Regularization](https://openreview.net/forum?id=HJf9ZhC9FX) | 7, 5, 5 | 0.94 | Accept (Poster) |
| 634 | 5.67 | [Teacher Guided Architecture Search](https://openreview.net/forum?id=ryEkcsActX) | 6, 5, 6 | 0.47 | Reject |
| 635 | 5.67 | [Knowledge Representation For Reinforcement Learning Using General Value Functions](https://openreview.net/forum?id=rygvZ2RcYm) | 6, 7, 4 | 1.25 | N/A |
| 636 | 5.67 | [Learning Neural Random Fields With Inclusive Auxiliary Generators](https://openreview.net/forum?id=Syzn9i05Ym) | 6, 6, 5 | 0.47 | Reject |
| 637 | 5.67 | [Lit: Block-wise Intermediate Representation Training For Model Compression](https://openreview.net/forum?id=BkeUasA5YQ) | 5, 6, 6 | 0.47 | Reject |
| 638 | 5.67 | [Adaptive Mixture Of Low-rank Factorizations For Compact Neural Modeling](https://openreview.net/forum?id=r1xFE3Rqt7) | 4, 6, 7 | 1.25 | Reject |
| 639 | 5.67 | [Learning Backpropagation-free Deep Architectures With Kernels](https://openreview.net/forum?id=H1GLm2R9Km) | 6, 6, 5 | 0.47 | Reject |
| 640 | 5.67 | [Identifying Generalization Properties In Neural Networks](https://openreview.net/forum?id=BJxOHs0cKm) | 6, 5, 6 | 0.47 | Reject |
| 641 | 5.67 | [Unsupervised Learning Of Sentence Representations Using Sequence Consistency](https://openreview.net/forum?id=BklUAoAcY7) | 7, 5, 5 | 0.94 | Reject |
| 642 | 5.67 | [Dana: Scalable Out-of-the-box Distributed Asgd Without Retuning](https://openreview.net/forum?id=SkGQujR5FX) | 5, 7, 5 | 0.94 | Reject |
| 643 | 5.67 | [Clean-label Backdoor Attacks](https://openreview.net/forum?id=HJg6e2CcK7) | 6, 7, 4 | 1.25 | Reject |
| 644 | 5.67 | [Meta-learning With Domain Adaptation For Few-shot Learning Under Domain Shift](https://openreview.net/forum?id=ByGOuo0cYm) | 6, 5, 6 | 0.47 | Reject |
| 645 | 5.67 | [Amortized Bayesian Meta-learning](https://openreview.net/forum?id=rkgpy3C5tX) | 6, 5, 6 | 0.47 | Accept (Poster) |
| 646 | 5.67 | [(unconstrained) Beam Search Is Sensitive To Large Search Discrepancies](https://openreview.net/forum?id=BkE8NjCqYm) | 5, 5, 7 | 0.94 | Reject |
| 647 | 5.67 | [Universal Successor Features For Transfer Reinforcement Learning](https://openreview.net/forum?id=ByxHb3R5tX) | 4, 7, 6 | 1.25 | Reject |
| 648 | 5.67 | [Learning Embeddings Into Entropic Wasserstein Spaces](https://openreview.net/forum?id=rJg4J3CqFm) | 7, 7, 3 | 1.89 | Accept (Poster) |
| 649 | 5.67 | [Reliable Uncertainty Estimates In Deep Neural Networks Using Noise Contrastive Priors](https://openreview.net/forum?id=HkgxasA5Ym) | 7, 4, 6 | 1.25 | Reject |
| 650 | 5.67 | [Can I Trust You More? Model-agnostic Hierarchical Explanations](https://openreview.net/forum?id=rkMD73A5FX) | 6, 6, 5 | 0.47 | Reject |
| 651 | 5.67 | [Hallucinations In Neural Machine Translation](https://openreview.net/forum?id=SkxJ-309FQ) | 6, 4, 7 | 1.25 | Reject |
| 652 | 5.67 | [Learning Data-derived Privacy Preserving Representations From Information Metrics](https://openreview.net/forum?id=SJe2so0qF7) | 6, 5, 6 | 0.47 | Reject |
| 653 | 5.67 | [The Expressive Power Of Deep Neural Networks With Circulant Matrices](https://openreview.net/forum?id=SkeUG30cFQ) | 4, 7, 6 | 1.25 | Reject |
| 654 | 5.67 | [Flow++: Improving Flow-based Generative Models With Variational Dequantization And Architecture Design](https://openreview.net/forum?id=Hyg74h05tX) | 6, 6, 5 | 0.47 | Reject |
| 655 | 5.67 | [Overcoming Multi-model Forgetting](https://openreview.net/forum?id=r1fE3sAcYQ) | 6, 5, 6 | 0.47 | Reject |
| 656 | 5.67 | [Graph Matching Networks For Learning The Similarity Of Graph Structured Objects](https://openreview.net/forum?id=S1xiOjC9F7) | 5, 6, 6 | 0.47 | Reject |
| 657 | 5.67 | [Aim: Adversarial Inference By Matching Priors And Conditionals](https://openreview.net/forum?id=rJx_b3RqY7) | 7, 4, 6 | 1.25 | Reject |
| 658 | 5.67 | [Where Off-policy Deep Reinforcement Learning Fails](https://openreview.net/forum?id=S1zlmnA5K7) | 7, 5, 5 | 0.94 | Reject |
| 659 | 5.67 | [Explaining Image Classifiers By Counterfactual Generation](https://openreview.net/forum?id=B1MXz20cYQ) | 5, 7, 5 | 0.94 | Accept (Poster) |
| 660 | 5.67 | [Adaptive Network Sparsification Via Dependent Variational Beta-bernoulli Dropout](https://openreview.net/forum?id=SylU3jC5Y7) | 5, 5, 7 | 0.94 | Reject |
| 661 | 5.67 | [Unsupervised Emergence Of Spatial Structure From Sensorimotor Prediction](https://openreview.net/forum?id=H1lC8o0cKX) | 4, 6, 7 | 1.25 | Reject |
| 662 | 5.67 | [State-regularized Recurrent Networks](https://openreview.net/forum?id=HJf7ts0cFm) | 6, 6, 5 | 0.47 | Reject |
| 663 | 5.67 | [Context Mover's Distance & Barycenters: Optimal Transport Of Contexts For Building Representations](https://openreview.net/forum?id=HJG7m2AcF7) | 4, 6, 7 | 1.25 | Reject |
| 664 | 5.67 | [Human-level Protein Localization With Convolutional Neural Networks](https://openreview.net/forum?id=ryl5khRcKm) | 4, 5, 8 | 1.70 | Accept (Poster) |
| 665 | 5.67 | [Better Generalization With On-the-fly Dataset Denoising](https://openreview.net/forum?id=HyGDdsCcFQ) | 5, 6, 6 | 0.47 | Reject |
| 666 | 5.67 | [Adaptive Pruning Of Neural Language Models For Mobile Devices](https://openreview.net/forum?id=S1GcHsAqtm) | 6, 5, 6 | 0.47 | Reject |
| 667 | 5.67 | [On Difficulties Of Probability Distillation](https://openreview.net/forum?id=rygFmh0cKm) | 5, 7, 5 | 0.94 | Reject |
| 668 | 5.67 | [Improved Learning Of One-hidden-layer Convolutional Neural Networks With Overlaps](https://openreview.net/forum?id=rkMnHjC5YQ) | 6, 5, 6 | 0.47 | Reject |
| 669 | 5.67 | [Fast Adversarial Training For Semi-supervised Learning](https://openreview.net/forum?id=H1fsUiRcKQ) | 7, 5, 5 | 0.94 | Reject |
| 670 | 5.67 | [Amortized Context Vector Inference For Sequence-to-sequence Networks](https://openreview.net/forum?id=SygONjRqKm) | 6, 6, 5 | 0.47 | Reject |
| 671 | 5.67 | [Predicted Variables In Programming](https://openreview.net/forum?id=B1epooR5FX) | 5, 5, 7 | 0.94 | Reject |
| 672 | 5.67 | [Guiding Physical Intuition With Neural Stethoscopes](https://openreview.net/forum?id=BylctiCctX) | 6, 4, 7 | 1.25 | Reject |
| 673 | 5.67 | [Optimal Transport Maps For Distribution Preserving Operations On Latent Spaces Of Generative Models](https://openreview.net/forum?id=BklCusRct7) | 7, 5, 5 | 0.94 | Accept (Poster) |
| 674 | 5.67 | [Towards Understanding Regularization In Batch Normalization](https://openreview.net/forum?id=HJlLKjR9FQ) | 5, 6, 6 | 0.47 | Accept (Poster) |
| 675 | 5.67 | [Hierarchically-structured Variational Autoencoders For Long Text Generation](https://openreview.net/forum?id=Hk41X2AqtQ) | 5, 5, 7 | 0.94 | Reject |
| 676 | 5.67 | [Learning To Augment Influential Data](https://openreview.net/forum?id=BygIV2CcKm) | 6, 6, 5 | 0.47 | Reject |
| 677 | 5.67 | [Actor-attention-critic For Multi-agent Reinforcement Learning](https://openreview.net/forum?id=HJx7l309Fm) | 6, 7, 4 | 1.25 | Reject |
| 678 | 5.67 | [A Unified Theory Of Adaptive Stochastic Gradient Descent As Bayesian Filtering](https://openreview.net/forum?id=BygREjC9YQ) | 5, 7, 5 | 0.94 | Reject |
| 679 | 5.67 | [Deep Probabilistic Video Compression](https://openreview.net/forum?id=r1l-e3Cqtm) | 6, 5, 6 | 0.47 | Reject |
| 680 | 5.67 | [Rethinking Knowledge Graph Propagation For Zero-shot Learning](https://openreview.net/forum?id=rkgs0oAqFQ) | 7, 5, 5 | 0.94 | N/A |
| 681 | 5.67 | [The Unusual Effectiveness Of Averaging In Gan Training](https://openreview.net/forum?id=SJgw_sRqFQ) | 5, 6, 6 | 0.47 | Accept (Poster) |
| 682 | 5.67 | [Zero-resource Multilingual Model Transfer: Learning What To Share](https://openreview.net/forum?id=SyxHKjAcYX) | 6, 5, 6 | 0.47 | Reject |
| 683 | 5.67 | [The Meaning Of "most" For Visual Question Answering Models](https://openreview.net/forum?id=rket4i0qtX) | 7, 5, 5 | 0.94 | Reject |
| 684 | 5.67 | [Spectral Inference Networks: Unifying Deep And Spectral Learning](https://openreview.net/forum?id=SJzqpj09YQ) | 5, 7, 5 | 0.94 | Accept (Poster) |
| 685 | 5.67 | [Neural Persistence: A Complexity Measure For Deep Neural Networks Using Algebraic Topology](https://openreview.net/forum?id=ByxkijC5FQ) | 6, 4, 7 | 1.25 | Accept (Poster) |
| 686 | 5.50 | [Unlabeled Disentangling Of Gans With Guided Siamese Networks](https://openreview.net/forum?id=H1e0-30qKm) | 5, 6, 5, 6 | 0.50 | Reject |
| 687 | 5.50 | [Are Generative Classifiers More Robust To Adversarial Attacks?](https://openreview.net/forum?id=HygUOoC5KX) | 4, 6, 4, 8 | 1.66 | Reject |
| 688 | 5.50 | [Convergent Reinforcement Learning With Function Approximation: A Bilevel Optimization Perspective](https://openreview.net/forum?id=ryfcCo0ctQ) | 5, 6, 6, 5 | 0.50 | Reject |
| 689 | 5.50 | [Multi-way Encoding For Robustness To Adversarial Attacks](https://openreview.net/forum?id=B1xOYoA5tQ) | 4, 6, 6, 6 | 0.87 | Reject |
| 690 | 5.50 | [Music Transformer: Generating Music With Long-term Structure](https://openreview.net/forum?id=rJe4ShAcF7) | 7, 6, 4, 5 | 1.12 | Accept (Poster) |
| 691 | 5.50 | [Caml: Fast Context Adaptation Via Meta-learning](https://openreview.net/forum?id=BylBfnRqFm) | 4, 6, 6, 6 | 0.87 | Reject |
| 692 | 5.50 | [Sample Efficient Imitation Learning For Continuous Control](https://openreview.net/forum?id=BkN5UoAqF7) | 5, 7, 5, 5 | 0.87 | Accept (Poster) |
| 693 | 5.33 | [Diffranet: Automatic Classification Of Serial Crystallography Diffraction Patterns](https://openreview.net/forum?id=BkfxKj09Km) | 5, 3, 8 | 2.05 | Reject |
| 694 | 5.33 | [Learning To Decompose Compound Questions With Reinforcement Learning](https://openreview.net/forum?id=SJl2ps0qKQ) | 6, 5, 5 | 0.47 | Reject |
| 695 | 5.33 | [Probabilistic Model-based Dynamic Architecture Search](https://openreview.net/forum?id=Ske1-209Y7) | 5, 6, 5 | 0.47 | Reject |
| 696 | 5.33 | [Composing Entropic Policies Using Divergence Correction](https://openreview.net/forum?id=SJ4Z72Rctm) | 4, 7, 5 | 1.25 | Reject |
| 697 | 5.33 | [Zero-shot Learning For Speech Recognition With Universal Phonetic Model](https://openreview.net/forum?id=BkfhZnC9t7) | 7, 4, 5 | 1.25 | Reject |
| 698 | 5.33 | [Clinical Risk: Wavelet Reconstruction Networks For Marked Point Processes](https://openreview.net/forum?id=H1gNHs05FX) | 7, 4, 5 | 1.25 | Reject |
| 699 | 5.33 | [Graph2seq: Graph To Sequence Learning With Attention-based Neural Networks](https://openreview.net/forum?id=SkeXehR9t7) | 6, 6, 4 | 0.94 | Reject |
| 700 | 5.33 | [Knowledge Distillation From Few Samples](https://openreview.net/forum?id=HkgDTiCctQ) | 4, 6, 6 | 0.94 | Reject |
| 701 | 5.33 | [Caveats For Information Bottleneck In Deterministic Scenarios](https://openreview.net/forum?id=rke4HiAcY7) | 2, 8, 6 | 2.49 | Accept (Poster) |
| 702 | 5.33 | [Mimicking Actions Is A Good Strategy For Beginners: Fast Reinforcement Learning With Expert Action Sequences](https://openreview.net/forum?id=HJfxbhR9KQ) | 5, 5, 6 | 0.47 | Reject |
| 703 | 5.33 | [Rethinking Learning Rate Schedules For Stochastic Optimization](https://openreview.net/forum?id=HJePy3RcF7) | 6, 4, 6 | 0.94 | Reject |
| 704 | 5.33 | [Consistent Jumpy Predictions For Videos And Scenes](https://openreview.net/forum?id=S1gQ5sRcFm) | 7, 4, 5 | 1.25 | Reject |
| 705 | 5.33 | [Adapting Auxiliary Losses Using Gradient Similarity](https://openreview.net/forum?id=r1gl7hC5Km) | 4, 6, 6 | 0.94 | Reject |
| 706 | 5.33 | [I Know The Feeling: Learning To Converse With Empathy](https://openreview.net/forum?id=HyesW2C9YQ) | 4, 7, 5 | 1.25 | Reject |
| 707 | 5.33 | [Learning From The Experience Of Others: Approximate Empirical Bayes In Neural Networks](https://openreview.net/forum?id=r1E0OsA9tX) | 6, 3, 7 | 1.70 | Reject |
| 708 | 5.33 | [Hierarchically Clustered Representation Learning](https://openreview.net/forum?id=H1ERcs09KQ) | 5, 5, 6 | 0.47 | Reject |
| 709 | 5.33 | [Learning To Refer To 3d Objects With Natural Language](https://openreview.net/forum?id=rkgZ3oR9FX) | 6, 6, 4 | 0.94 | Reject |
| 710 | 5.33 | [Advocacy Learning](https://openreview.net/forum?id=BJlyznAcFm) | 4, 4, 8 | 1.89 | Reject |
| 711 | 5.33 | [Area Attention](https://openreview.net/forum?id=rygp3iRcF7) | 6, 5, 5 | 0.47 | Reject |
| 712 | 5.33 | [An Active Learning Framework For Efficient Robust Policy Search](https://openreview.net/forum?id=rkxhX209FX) | 5, 6, 5 | 0.47 | Reject |
| 713 | 5.33 | [Selective Convolutional Units: Improving Cnns Via Channel Selectivity](https://openreview.net/forum?id=SJlt6oA9Fm) | 6, 5, 5 | 0.47 | Reject |
| 714 | 5.33 | [Improved Robustness To Adversarial Examples Using Lipschitz Regularization Of The Loss](https://openreview.net/forum?id=HkxAisC9FQ) | 6, 6, 4 | 0.94 | Reject |
| 715 | 5.33 | [Classification From Positive, Unlabeled And Biased Negative Data](https://openreview.net/forum?id=H1ldNoC9tX) | 5, 6, 5 | 0.47 | Reject |
| 716 | 5.33 | [Sliced Wasserstein Auto-encoders](https://openreview.net/forum?id=H1xaJn05FQ) | 6, 4, 6 | 0.94 | Accept (Poster) |
| 717 | 5.33 | [Learning To Encode Spatial Relations From Natural Language](https://openreview.net/forum?id=BJG__i0qF7) | 6, 5, 5 | 0.47 | Reject |
| 718 | 5.33 | [Learning To Separate Domains In Generalized Zero-shot And Open Set Learning: A Probabilistic Perspective](https://openreview.net/forum?id=H1GaLiAcY7) | 5, 5, 6 | 0.47 | Reject |
| 719 | 5.33 | [Sorting Out Lipschitz Function Approximation](https://openreview.net/forum?id=ryxY73AcK7) | 7, 5, 4 | 1.25 | Reject |
| 720 | 5.33 | [Meta-learning For Contextual Bandit Exploration](https://openreview.net/forum?id=rJxug2R9Km) | 7, 6, 3 | 1.70 | Reject |
| 721 | 5.33 | [Systematic Generalization: What Is Required And Can It Be Learned?](https://openreview.net/forum?id=HkezXnA9YX) | 4, 6, 6 | 0.94 | Accept (Poster) |
| 722 | 5.33 | [Local Image-to-image Translation Via Pixel-wise Highway Adaptive Instance Normalization](https://openreview.net/forum?id=HJgTHnActQ) | 6, 5, 5 | 0.47 | Reject |
| 723 | 5.33 | [Negotiating Team Formation Using Deep Reinforcement Learning](https://openreview.net/forum?id=HJG0ojCcFm) | 5, 6, 5 | 0.47 | Reject |
| 724 | 5.33 | [Making Convolutional Networks Shift-invariant Again](https://openreview.net/forum?id=SklVEnR5K7) | 6, 5, 5 | 0.47 | Reject |
| 725 | 5.33 | [Characterizing Attacks On Deep Reinforcement Learning](https://openreview.net/forum?id=ryewE3R5YX) | 5, 5, 6 | 0.47 | Reject |
| 726 | 5.33 | [The Nonlinearity Coefficient - Predicting Generalization In Deep Neural Networks](https://openreview.net/forum?id=BkeK-nRcFX) | 5, 7, 4 | 1.25 | Reject |
| 727 | 5.33 | [Learning Global Additive Explanations For Neural Nets Using Model Distillation](https://openreview.net/forum?id=SJl8J30qFX) | 6, 4, 6 | 0.94 | Reject |
| 728 | 5.33 | [Open Loop Hyperparameter Optimization And Determinantal Point Processes](https://openreview.net/forum?id=SJf_XhCqKm) | 5, 6, 5 | 0.47 | Reject |
| 729 | 5.33 | [Complementary-label Learning For Arbitrary Losses And Models](https://openreview.net/forum?id=SJMnG2C9YX) | 5, 5, 6 | 0.47 | Reject |
| 730 | 5.33 | [Mitigating Bias In Natural Language Inference Using Adversarial Learning](https://openreview.net/forum?id=rkMlSnAqYX) | 4, 4, 8 | 1.89 | N/A |
| 731 | 5.33 | [A Deep Learning Approach For Dynamic Survival Analysis With Competing Risks](https://openreview.net/forum?id=rJG8asRqKX) | 4, 8, 4 | 1.89 | Reject |
| 732 | 5.33 | [Cdeepex: Contrastive Deep Explanations](https://openreview.net/forum?id=HyNmRiCqtm) | 5, 6, 5 | 0.47 | Reject |
| 733 | 5.33 | [Surprising Negative Results For Generative Adversarial Tree Search](https://openreview.net/forum?id=BJl4f2A5tQ) | 5, 5, 6 | 0.47 | Reject |
| 734 | 5.33 | [Tangent-normal Adversarial Regularization For Semi-supervised Learning](https://openreview.net/forum?id=BJxz5jRcFm) | 5, 4, 7 | 1.25 | N/A |
| 735 | 5.33 | [The Expressive Power Of Gated Recurrent Units As A Continuous Dynamical System](https://openreview.net/forum?id=H1eiZnAqKm) | 5, 6, 5 | 0.47 | Reject |
| 736 | 5.33 | [Learning To Coordinate Multiple Reinforcement Learning Agents For Diverse Query Reformulation](https://openreview.net/forum?id=rkMhusC5Y7) | 4, 7, 5 | 1.25 | Reject |
| 737 | 5.33 | [Domain Adaptation Via Distribution And Representation Matching: A Case Study On Training Data Selection Via Reinforcement Learning](https://openreview.net/forum?id=HyMnYiR9Y7) | 4, 7, 5 | 1.25 | Reject |
| 738 | 5.33 | [Optimal Margin Distribution Network](https://openreview.net/forum?id=HygcvsAcFX) | 5, 6, 5 | 0.47 | Reject |
| 739 | 5.33 | [Generalization And Regularization In Dqn](https://openreview.net/forum?id=HkGmDsR9YQ) | 6, 5, 5 | 0.47 | Reject |
| 740 | 5.33 | [Unsupervised Conditional Generation Using Noise Engineered Mode Matching Gan](https://openreview.net/forum?id=HyeU1hRcFX) | 5, 5, 6 | 0.47 | Reject |
| 741 | 5.33 | [Improved Language Modeling By Decoding The Past](https://openreview.net/forum?id=SklckhR5Ym) | 6, 7, 3 | 1.70 | Reject |
| 742 | 5.33 | [Adversarial Sampling For Active Learning](https://openreview.net/forum?id=r1GB5jA5tm) | 6, 5, 5 | 0.47 | Reject |
| 743 | 5.33 | [Multi-task Learning With Gradient Communication](https://openreview.net/forum?id=B1e9W3AqFX) | 5, 4, 7 | 1.25 | Reject |
| 744 | 5.33 | [Quality Evaluation Of Gans Using Cross Local Intrinsic Dimensionality](https://openreview.net/forum?id=BJgYl205tQ) | 4, 6, 6 | 0.94 | Reject |
| 745 | 5.33 | [Perfect Match: A Simple Method For Learning Representations For Counterfactual Inference With Neural Networks](https://openreview.net/forum?id=rkxt8oC9FQ) | 5, 5, 6 | 0.47 | Reject |
| 746 | 5.33 | [Dynamic Planning Networks](https://openreview.net/forum?id=SJ4vTjRqtQ) | 4, 6, 6 | 0.94 | Reject |
| 747 | 5.33 | [Provable Guarantees On Learning Hierarchical Generative Models With Deep Cnns](https://openreview.net/forum?id=HkxWrsC5FQ) | 6, 6, 4 | 0.94 | Reject |
| 748 | 5.33 | [Dataset Distillation](https://openreview.net/forum?id=Sy4lojC9tm) | 5, 6, 5 | 0.47 | Reject |
| 749 | 5.33 | [Simple Black-box Adversarial Attacks](https://openreview.net/forum?id=rJeZS3RcYm) | 6, 6, 4 | 0.94 | Reject |
| 750 | 5.33 | [Probabilistic Knowledge Graph Embeddings](https://openreview.net/forum?id=rJ4qXnCqFX) | 5, 6, 5 | 0.47 | Reject |
| 751 | 5.33 | [Graph Neural Networks With Generated Parameters For Relation Extraction](https://openreview.net/forum?id=SkgzYiRqtX) | 4, 6, 6 | 0.94 | Reject |
| 752 | 5.33 | [On Learning Heteroscedastic Noise Models Within Differentiable Bayes Filters](https://openreview.net/forum?id=BylBns0qtX) | 6, 4, 6 | 0.94 | Reject |
| 753 | 5.33 | [Live Face De-identification In Video](https://openreview.net/forum?id=SyfdsjA9FX) | 6, 4, 6 | 0.94 | N/A |
| 754 | 5.33 | [Meta Learning With Fast/slow Learners](https://openreview.net/forum?id=Hygvln09K7) | 5, 6, 5 | 0.47 | Reject |
| 755 | 5.33 | [Curiosity-driven Experience Prioritization Via Density Estimation](https://openreview.net/forum?id=SklXvs0qt7) | 6, 4, 6 | 0.94 | Reject |
| 756 | 5.33 | [Integrated Steganography And Steganalysis With Generative Adversarial Networks](https://openreview.net/forum?id=r1Vx_oA5YQ) | 5, 6, 5 | 0.47 | Reject |
| 757 | 5.33 | [Entropic Gans Meet Vaes: A Statistical Approach To Compute Sample Likelihoods In Gans](https://openreview.net/forum?id=BygMAiRqK7) | 5, 5, 6 | 0.47 | Reject |
| 758 | 5.33 | [Probabilistic Federated Neural Matching](https://openreview.net/forum?id=SygHGnRqK7) | 4, 6, 6 | 0.94 | Reject |
| 759 | 5.33 | [Local Binary Pattern Networks For Character Recognition](https://openreview.net/forum?id=rJxcHnRqYQ) | 5, 6, 5 | 0.47 | Reject |
| 760 | 5.33 | [Out-of-sample Extrapolation With Neuron Editing](https://openreview.net/forum?id=rygZJ2RcF7) | 5, 5, 6 | 0.47 | Reject |
| 761 | 5.33 | [Large-scale Visual Speech Recognition](https://openreview.net/forum?id=HJxpDiC5tX) | 4, 3, 9 | 2.62 | Reject |
| 762 | 5.33 | [Knows When It Doesn’t Know: Deep Abstaining Classifiers](https://openreview.net/forum?id=rJxF73R9tX) | 6, 5, 5 | 0.47 | Reject |
| 763 | 5.33 | [Connecting The Dots Between Mle And Rl For Sequence Generation](https://openreview.net/forum?id=r1MxciCcKm) | 5, 6, 5 | 0.47 | Reject |
| 764 | 5.33 | [Neural Predictive Belief Representations](https://openreview.net/forum?id=ryfz73C9KQ) | 4, 7, 5 | 1.25 | Reject |
| 765 | 5.33 | [Hint-based Training For Non-autoregressive Translation](https://openreview.net/forum?id=r1gGpjActQ) | 6, 6, 4 | 0.94 | Reject |
| 766 | 5.33 | [Neural Model-based Reinforcement Learning For Recommendation](https://openreview.net/forum?id=SkguE30ct7) | 5, 6, 5 | 0.47 | Reject |
| 767 | 5.33 | [Domain Generalization Via Invariant Representation Under Domain-class Dependency](https://openreview.net/forum?id=HJx38iC5KX) | 4, 7, 5 | 1.25 | Reject |
| 768 | 5.33 | [Model Compression With Generative Adversarial Networks](https://openreview.net/forum?id=Byxz4n09tQ) | 5, 6, 5 | 0.47 | Reject |
| 769 | 5.33 | [Learning Partially Observed Pde Dynamics With Neural Networks](https://openreview.net/forum?id=HyefgnCqFm) | 6, 5, 5 | 0.47 | Reject |
| 770 | 5.33 | [Heated-up Softmax Embedding](https://openreview.net/forum?id=SkGpW3C5KX) | 8, 3, 5 | 2.05 | Reject |
| 771 | 5.33 | [Transformer-xl: Language Modeling With Longer-term Dependency](https://openreview.net/forum?id=HJePno0cYm) | 6, 6, 4 | 0.94 | Reject |
| 772 | 5.33 | [Improving Composition Of Sentence Embeddings Through The Lens Of Statistical Relational Learning](https://openreview.net/forum?id=SkxZFoAqtQ) | 5, 5, 6 | 0.47 | Reject |
| 773 | 5.33 | [Invariant-equivariant Representation Learning For Multi-class Data](https://openreview.net/forum?id=B1e4wo09K7) | 7, 5, 4 | 1.25 | Reject |
| 774 | 5.33 | [Training Generative Latent Models By Variational F-divergence Minimization](https://openreview.net/forum?id=r1lFIiR9tQ) | 6, 5, 5 | 0.47 | Reject |
| 775 | 5.33 | [Decaynet: A Study On The Cell States Of Long Short Term Memories](https://openreview.net/forum?id=BkgYIiAcFQ) | 8, 4, 4 | 1.89 | Reject |
| 776 | 5.33 | [Label Propagation Networks](https://openreview.net/forum?id=r1g7y2RqYX) | 5, 5, 6 | 0.47 | Reject |
| 777 | 5.33 | [Augment Your Batch: Better Training With Larger Batches](https://openreview.net/forum?id=H1V4QhAqYQ) | 4, 8, 4 | 1.89 | Reject |
| 778 | 5.33 | [Deep Learning Generalizes Because The Parameter-function Map Is Biased Towards Simple Functions](https://openreview.net/forum?id=rye4g3AqFm) | 7, 5, 4 | 1.25 | Accept (Poster) |
| 779 | 5.33 | [Towards Gan Benchmarks Which Require Generalization](https://openreview.net/forum?id=HkxKH2AcFm) | 6, 7, 3 | 1.70 | Accept (Poster) |
| 780 | 5.33 | [Mahinet: A Neural Network For Many-class Few-shot Learning With Class Hierarchy](https://openreview.net/forum?id=rJlcV2Actm) | 5, 6, 5 | 0.47 | Reject |
| 781 | 5.33 | [Learning To Describe Scenes With Programs](https://openreview.net/forum?id=SyNPk2R9K7) | 6, 4, 6 | 0.94 | Accept (Poster) |
| 782 | 5.33 | [Meta-learning Neural Bloom Filters](https://openreview.net/forum?id=HkekMnR5Ym) | 3, 6, 7 | 1.70 | Reject |
| 783 | 5.33 | [Cohen Welling Bases & So(2)-equivariant Classifiers Using Tensor Nonlinearity.](https://openreview.net/forum?id=SyxXhsAcFQ) | 3, 7, 6 | 1.70 | Reject |
| 784 | 5.33 | [Antman: Sparse Low-rank Compression To Accelerate Rnn Inference](https://openreview.net/forum?id=BJgsN3R9Km) | 6, 5, 5 | 0.47 | Reject |
| 785 | 5.33 | [Learning Internal Dense But External Sparse Structures Of Deep Neural Network](https://openreview.net/forum?id=BkNUFjR5KQ) | 5, 5, 6 | 0.47 | Reject |
| 786 | 5.33 | [Generative Adversarial Networks For Extreme Learned Image Compression](https://openreview.net/forum?id=HygtHnR5tQ) | 6, 6, 4 | 0.94 | Reject |
| 787 | 5.33 | [Adaptive Neural Trees](https://openreview.net/forum?id=ByN7Yo05YX) | 4, 6, 6 | 0.94 | Reject |
| 788 | 5.33 | [Graph Classification With Geometric Scattering](https://openreview.net/forum?id=SygK6sA5tX) | 5, 6, 5 | 0.47 | Reject |
| 789 | 5.33 | [Point Cloud Gan](https://openreview.net/forum?id=ByxAcjCqt7) | 5, 5, 6 | 0.47 | Reject |
| 790 | 5.33 | [Search-guided, Lightly-supervised Training Of Structured Prediction Energy Networks](https://openreview.net/forum?id=SkghN205KQ) | 5, 7, 4 | 1.25 | Reject |
| 791 | 5.33 | [Exploring Curvature Noise In Large-batch Stochastic Optimization](https://openreview.net/forum?id=S1eB3sRqtm) | 5, 6, 5 | 0.47 | Reject |
| 792 | 5.33 | [Nsga-net: A Multi-objective Genetic Algorithm For Neural Architecture Search](https://openreview.net/forum?id=B1gIf305Ym) | 6, 5, 5 | 0.47 | Reject |
| 793 | 5.33 | [Massively Parallel Hyperparameter Tuning](https://openreview.net/forum?id=S1MAriC5F7) | 6, 5, 5 | 0.47 | Reject |
| 794 | 5.33 | [Learning And Planning With A Semantic Model](https://openreview.net/forum?id=SJgs1n05YQ) | 4, 7, 5 | 1.25 | Reject |
| 795 | 5.33 | [Playing The Game Of Universal Adversarial Perturbations](https://openreview.net/forum?id=ryeh4jA9F7) | 6, 5, 5 | 0.47 | Reject |
| 796 | 5.33 | [Learning To Adapt In Dynamic, Real-world Environments Through Meta-reinforcement Learning](https://openreview.net/forum?id=HyztsoC5Y7) | 7, 2, 7 | 2.36 | Accept (Poster) |
| 797 | 5.33 | [Bliss In Non-isometric Embedding Spaces](https://openreview.net/forum?id=Bkg93jC5YX) | 4, 6, 6 | 0.94 | Reject |
| 798 | 5.33 | [An Experimental Study Of Layer-level Training Speed And Its Impact On Generalization](https://openreview.net/forum?id=HkeILsRqFQ) | 6, 5, 5 | 0.47 | Reject |
| 799 | 5.33 | [Coverage And Quality Driven Training Of Generative Image Models](https://openreview.net/forum?id=rylxxhRctX) | 5, 4, 7 | 1.25 | Reject |
| 800 | 5.33 | [Multi-agent Deep Reinforcement Learning With Extremely Noisy Observations](https://openreview.net/forum?id=HylSk205YQ) | 7, 3, 6 | 1.70 | Reject |
| 801 | 5.33 | [Volumetric Convolution: Automatic Representation Learning In Unit Ball](https://openreview.net/forum?id=SkfhIo0qtQ) | 6, 5, 5 | 0.47 | Reject |
| 802 | 5.33 | [Stackelberg Gan: Towards Provable Minimax Equilibrium Via Multi-generator Architectures](https://openreview.net/forum?id=SJxCsj0qYX) | 5, 7, 4 | 1.25 | Reject |
| 803 | 5.33 | [Exploring And Enhancing The Transferability Of Adversarial Examples](https://openreview.net/forum?id=HyMRUiC9YX) | 4, 6, 6 | 0.94 | Reject |
| 804 | 5.33 | [On The Ineffectiveness Of Variance Reduced Optimization For Deep Learning](https://openreview.net/forum?id=B1MIBs05F7) | 5, 6, 5 | 0.47 | Reject |
| 805 | 5.33 | [Skip-gram Word Embeddings In Hyperbolic Space](https://openreview.net/forum?id=H1gFuiA9KX) | 5, 5, 6 | 0.47 | Reject |
| 806 | 5.33 | [The Case For Full-matrix Adaptive Regularization](https://openreview.net/forum?id=rkxd2oR9Y7) | 6, 5, 5 | 0.47 | Reject |
| 807 | 5.33 | [Policy Optimization Via Stochastic Recursive Gradient Algorithm](https://openreview.net/forum?id=rJl3S2A9t7) | 5, 6, 5 | 0.47 | Reject |
| 808 | 5.33 | [The Universal Approximation Power Of Finite-width Deep Relu Networks](https://openreview.net/forum?id=r1VPNiA5Fm) | 5, 5, 6 | 0.47 | Reject |
| 809 | 5.33 | [Synonymnet: Multi-context Bilateral Matching For Entity Synonyms](https://openreview.net/forum?id=H1f7S3C9YQ) | 5, 7, 4 | 1.25 | Reject |
| 810 | 5.33 | [Convolutional Neural Networks On Non-uniform Geometrical Signals Using Euclidean Spectral Transformation](https://openreview.net/forum?id=B1G5ViAqFm) | 5, 7, 4 | 1.25 | Accept (Poster) |
| 811 | 5.33 | [Coco-gan: Conditional Coordinate Generative Adversarial Network](https://openreview.net/forum?id=r14Aas09Y7) | 6, 6, 4 | 0.94 | Reject |
| 812 | 5.33 | [Neural Causal Discovery With Learnable Input Noise](https://openreview.net/forum?id=B14ejsA5YQ) | 4, 4, 8 | 1.89 | Reject |
| 813 | 5.33 | [Learning Graph Decomposition](https://openreview.net/forum?id=SkeZEhR5FQ) | 7, 4, 5 | 1.25 | N/A |
| 814 | 5.33 | [Exploiting Cross-lingual Subword Similarities In Low-resource Document Classification](https://openreview.net/forum?id=S1e_H3AqYQ) | 4, 6, 6 | 0.94 | Reject |
| 815 | 5.33 | [Towards Decomposed Linguistic Representation With Holographic Reduced Representation](https://openreview.net/forum?id=rkl3-hA5Y7) | 5, 5, 6 | 0.47 | Reject |
| 816 | 5.33 | [Gaussian-gated Lstm: Improved Convergence By Reducing State Updates](https://openreview.net/forum?id=r1eO_oCqtQ) | 5, 5, 6 | 0.47 | Reject |
| 817 | 5.33 | [Lorentzian Distance Learning](https://openreview.net/forum?id=BJe1hsCcYQ) | 6, 5, 5 | 0.47 | Reject |
| 818 | 5.33 | [A Modern Take On The Bias-variance Tradeoff In Neural Networks](https://openreview.net/forum?id=HkgmzhC5F7) | 5, 7, 4 | 1.25 | Reject |
| 819 | 5.33 | [State-denoised Recurrent Neural Networks](https://openreview.net/forum?id=HJgyAoRqFQ) | 6, 5, 5 | 0.47 | Reject |
| 820 | 5.33 | [Generative Adversarial Self-imitation Learning](https://openreview.net/forum?id=HJeABnCqKQ) | 5, 6, 5 | 0.47 | Reject |
| 821 | 5.33 | [Network Compression Using Correlation Analysis Of Layer Responses](https://openreview.net/forum?id=rkl42iA5t7) | 5, 6, 5 | 0.47 | Reject |
| 822 | 5.33 | [Learning Generative Models For Demixing Of Structured Signals From Their Superposition Using Gans](https://openreview.net/forum?id=rkeqCoA5tX) | 4, 5, 7 | 1.25 | Reject |
| 823 | 5.33 | [Purchase As Reward : Session-based Recommendation By Imagination Reconstruction](https://openreview.net/forum?id=SkfTIj0cKX) | 5, 6, 5 | 0.47 | Reject |
| 824 | 5.33 | [Geneval: A Benchmark Suite For Evaluating Generative Models](https://openreview.net/forum?id=HJeRm3Aqt7) | 5, 5, 6 | 0.47 | Reject |
| 825 | 5.33 | [Deep Graph Translation](https://openreview.net/forum?id=SJz6MnC5YQ) | 5, 5, 6 | 0.47 | Reject |
| 826 | 5.33 | [Unseen Action Recognition With Unpaired Adversarial Multimodal Learning](https://openreview.net/forum?id=S14g5s09tm) | 7, 5, 4 | 1.25 | Reject |
| 827 | 5.33 | [Escaping Flat Areas Via Function-preserving Structural Network Modifications](https://openreview.net/forum?id=H1eadi0cFQ) | 6, 4, 6 | 0.94 | Reject |
| 828 | 5.33 | [Reducing Overconfident Errors Outside The Known Distribution](https://openreview.net/forum?id=S1giro05t7) | 6, 4, 6 | 0.94 | Reject |
| 829 | 5.33 | [Low Latency Privacy Preserving Inference](https://openreview.net/forum?id=rJl8viCqKQ) | 5, 6, 5 | 0.47 | Reject |
| 830 | 5.33 | [Causal Importance Of Orientation Selectivity For Generalization In Image Recognition](https://openreview.net/forum?id=Bkx_Dj09tQ) | 7, 5, 4 | 1.25 | Reject |
| 831 | 5.33 | [What Would Pi* Do?: Imitation Learning Via Off-policy Reinforcement Learning](https://openreview.net/forum?id=B1excoAqKQ) | 5, 5, 6 | 0.47 | Reject |
| 832 | 5.33 | [Engan: Latent Space Mcmc And Maximum Entropy Generators For Energy-based Models](https://openreview.net/forum?id=HJlmhs05tm) | 6, 5, 5 | 0.47 | Reject |
| 833 | 5.33 | [Graph Transformation Policy Network For Chemical Reaction Prediction](https://openreview.net/forum?id=r1f78iAcFm) | 5, 6, 5 | 0.47 | Reject |
| 834 | 5.33 | [Importance Resampling For Off-policy Policy Evaluation](https://openreview.net/forum?id=S1gBz2C9tX) | 6, 5, 5 | 0.47 | Reject |
| 835 | 5.33 | [Cnnsat: Fast, Accurate Boolean Satisfiability Using Convolutional Neural Networks](https://openreview.net/forum?id=ryxhynC9KX) | 5, 6, 5 | 0.47 | Reject |
| 836 | 5.33 | [An Efficient And Margin-approaching Zero-confidence Adversarial Attack](https://openreview.net/forum?id=B1gHjoRqYQ) | 5, 5, 6 | 0.47 | Reject |
| 837 | 5.25 | [Diverse Machine Translation With A Single Multinomial Latent Variable](https://openreview.net/forum?id=BJgnmhA5KQ) | 3, 6, 5, 7 | 1.48 | Reject |
| 838 | 5.25 | [Optimal Attacks Against Multiple Classifiers](https://openreview.net/forum?id=rkl4M3R5K7) | 5, 4, 6, 6 | 0.83 | Reject |
| 839 | 5.25 | [Unified Recurrent Network For Many Feature Types](https://openreview.net/forum?id=Hkxarj09Y7) | 4, 6, 4, 7 | 1.30 | Reject |
| 840 | 5.25 | [An Alarm System For Segmentation Algorithm Based On Shape Model](https://openreview.net/forum?id=HkxMG209K7) | 7, 3, 6, 5 | 1.48 | Reject |
| 841 | 5.25 | [P^2ir: Universal Deep Node Representation Via Partial Permutation Invariant Set Functions](https://openreview.net/forum?id=BygRNn0qYX) | 4, 7, 5, 5 | 1.09 | Reject |
| 842 | 5.25 | [Improving Generative Adversarial Imitation Learning With Non-expert Demonstrations](https://openreview.net/forum?id=BJl65sA9tm) | 5, 5, 7, 4 | 1.09 | Reject |
| 843 | 5.25 | [Towards A Better Understanding Of Vector Quantized Autoencoders](https://openreview.net/forum?id=HkGGfhC5Y7) | 5, 7, 3, 6 | 1.48 | Reject |
| 844 | 5.25 | [On The Spectral Bias Of Neural Networks](https://openreview.net/forum?id=r1gR2sC9FX) | 4, 6, 5, 6 | 0.83 | Reject |
| 845 | 5.20 | [Deep Neuroevolution: Genetic Algorithms Are A Competitive Alternative For Training Deep Neural Networks For Reinforcement Learning](https://openreview.net/forum?id=HyGh4sR9YQ) | 6, 6, 4, 3, 7 | 1.47 | Reject |
| 846 | 5.00 | [Accelerated Value Iteration Via Anderson Mixing](https://openreview.net/forum?id=SyxZOsA9tX) | 7, 4, 4 | 1.41 | Reject |
| 847 | 5.00 | [A Case For Object Compositionality In Deep Generative Models Of Images](https://openreview.net/forum?id=BJgEjiRqYX) | 5, 4, 6 | 0.82 | Reject |
| 848 | 5.00 | [Guided Exploration In Deep Reinforcement Learning](https://openreview.net/forum?id=SJMeTo09YQ) | 7, 5, 3 | 1.63 | Reject |
| 849 | 5.00 | [Plan Online, Learn Offline: Efficient Learning And Exploration Via Model-based Control](https://openreview.net/forum?id=Byey7n05FQ) | 6, 5, 4 | 0.82 | Accept (Poster) |
| 850 | 5.00 | [K-nearest Neighbors By Means Of Sequence To Sequence Deep Neural Networks And Memory Networks](https://openreview.net/forum?id=rJl4BsR5KX) | 6, 5, 4 | 0.82 | Reject |
| 851 | 5.00 | [Mlprune: Multi-layer Pruning For Automated Neural Network Compression](https://openreview.net/forum?id=r1g5b2RcKm) | 5, 6, 4 | 0.82 | Reject |
| 852 | 5.00 | [The Anisotropic Noise In Stochastic Gradient Descent: Its Behavior Of Escaping From Minima And Regularization Effects](https://openreview.net/forum?id=H1M7soActX) | 4, 6, 5 | 0.82 | Reject |
| 853 | 5.00 | [Transfer Learning For Estimating Causal Effects Using Neural Networks](https://openreview.net/forum?id=ByzoVi0cFQ) | 7, 5, 3 | 1.63 | N/A |
| 854 | 5.00 | [Cross-entropy Loss Leads To Poor Margins](https://openreview.net/forum?id=ByfbnsA9Km) | 3, 4, 8, 5, 5 | 1.67 | Reject |
| 855 | 5.00 | [Tequilagan: How To Easily Identify Gan Samples](https://openreview.net/forum?id=Bkl2SjCcKQ) | 4, 6, 5 | 0.82 | Reject |
| 856 | 5.00 | [Structured Content Preservation For Unsupervised Text Style Transfer](https://openreview.net/forum?id=S1lCbhAqKX) | 5, 6, 4 | 0.82 | N/A |
| 857 | 5.00 | [Correction Networks: Meta-learning For Zero-shot Learning](https://openreview.net/forum?id=r1xurn0cKQ) | 4, 4, 7 | 1.41 | Reject |
| 858 | 5.00 | [Nattack: A Strong And Universal Gaussian Black-box Adversarial Attack](https://openreview.net/forum?id=ryeoxnRqKQ) | 7, 4, 4 | 1.41 | Reject |
| 859 | 5.00 | [Where And When To Look? Spatial-temporal Attention For Action Recognition In Videos](https://openreview.net/forum?id=BkesJ3R9YX) | 6, 3, 6 | 1.41 | Reject |
| 860 | 5.00 | [Adversarial Audio Super-resolution With Unsupervised Feature Losses](https://openreview.net/forum?id=H1eH4n09KX) | 4, 5, 6 | 0.82 | Reject |
| 861 | 5.00 | [An Adversarial Learning Framework For A Persona-based Multi-turn Dialogue Model](https://openreview.net/forum?id=rkeYUsRqKQ) | 6, 4, 5 | 0.82 | Reject |
| 862 | 5.00 | [Zero-shot Dual Machine Translation](https://openreview.net/forum?id=ByecAoAqK7) | 4, 6, 5 | 0.82 | Reject |
| 863 | 5.00 | [Learning To Progressively Plan](https://openreview.net/forum?id=BJgQB20qFQ) | 5, 5, 5 | 0.00 | Reject |
| 864 | 5.00 | [Deep Clustering Based On A Mixture Of Autoencoders](https://openreview.net/forum?id=BJg_fnRqF7) | 6, 4, 5 | 0.82 | N/A |
| 865 | 5.00 | [What Is In A Translation Unit? Comparing Character And Subword Representations Beyond Translation](https://openreview.net/forum?id=B1x0E2C5tQ) | 5, 5, 5 | 0.00 | N/A |
| 866 | 5.00 | [Learning To Remember: Dynamic Generative Memory For Continual Learning](https://openreview.net/forum?id=H1lIzhC9FX) | 4, 3, 8 | 2.16 | Reject |
| 867 | 5.00 | [A Recurrent Neural Cascade-based Model For Continuous-time Diffusion Process](https://openreview.net/forum?id=SJNceh0cFX) | 7, 4, 4 | 1.41 | Reject |
| 868 | 5.00 | [Nesterov's Method Is The Discretization Of A Differential Equation With Hessian Damping](https://openreview.net/forum?id=HJMINj05tQ) | 4, 5, 6 | 0.82 | N/A |
| 869 | 5.00 | [Representation-constrained Autoencoders And An Application To Wireless Positioning](https://openreview.net/forum?id=ryemosC9tm) | 5, 4, 6 | 0.82 | Reject |
| 870 | 5.00 | [Towards Resisting Large Data Variations Via Introspective Learning](https://openreview.net/forum?id=SyG1QnRqF7) | 4, 5, 6 | 0.82 | N/A |
| 871 | 5.00 | [Transferrable End-to-end Learning For Protein Interface Prediction](https://openreview.net/forum?id=SkgToo0qFm) | 5, 5, 5 | 0.00 | Reject |
| 872 | 5.00 | [Learning Joint Wasserstein Auto-encoders For Joint Distribution Matching](https://openreview.net/forum?id=HJe3TsR5K7) | 6, 5, 4 | 0.82 | Reject |
| 873 | 5.00 | [Incremental Few-shot Learning With Attention Attractor Networks](https://openreview.net/forum?id=rkxn7nR5KX) | 5, 5, 5 | 0.00 | Reject |
| 874 | 5.00 | [Learning With Random Learning Rates.](https://openreview.net/forum?id=S1fcnoR9K7) | 6, 4, 5 | 0.82 | Reject |
| 875 | 5.00 | [Bias Also Matters: Bias Attribution For Deep Neural Network Explanation](https://openreview.net/forum?id=B1xeyhCctQ) | 5, 5, 5 | 0.00 | Reject |
| 876 | 5.00 | [Engaging Image Captioning Via Personality](https://openreview.net/forum?id=HJN6DiAcKQ) | 5, 5, 5 | 0.00 | N/A |
| 877 | 5.00 | [Generative Adversarial Models For Learning Private And Fair Representations](https://openreview.net/forum?id=H1xAH2RqK7) | 4, 4, 7 | 1.41 | Reject |
| 878 | 5.00 | [The Gan Landscape: Losses, Architectures, Regularization, And Normalization](https://openreview.net/forum?id=rkGG6s0qKQ) | 4, 4, 7 | 1.41 | Reject |
| 879 | 5.00 | [Generative Ensembles For Robust Anomaly Detection](https://openreview.net/forum?id=B1e8CsRctX) | 5, 4, 6 | 0.82 | Reject |
| 880 | 5.00 | [Backplay: 'man Muss Immer Umkehren'](https://openreview.net/forum?id=H1xk8jAqKQ) | 5, 5, 5 | 0.00 | Reject |
| 881 | 5.00 | [Learning Diverse Generations Using Determinantal Point Processes](https://openreview.net/forum?id=S1x8WnA5Ym) | 5, 5, 5 | 0.00 | Reject |
| 882 | 5.00 | [Conditional Network Embeddings](https://openreview.net/forum?id=ryepUj0qtX) | 4, 6, 5 | 0.82 | Accept (Poster) |
| 883 | 5.00 | [Co-manifold Learning With Missing Data](https://openreview.net/forum?id=Hklc6oAcFX) | 4, 4, 7 | 1.41 | Reject |
| 884 | 5.00 | [Dynamic Graph Representation Learning Via Self-attention Networks](https://openreview.net/forum?id=HylsgnCcFQ) | 4, 6, 5 | 0.82 | Reject |
| 885 | 5.00 | [Noisy Information Bottlenecks For Generalization](https://openreview.net/forum?id=HJeQbnA5tm) | 7, 5, 3 | 1.63 | Reject |
| 886 | 5.00 | [Directional Analysis Of Stochastic Gradient Descent Via Von Mises-fisher Distributions In Deep Learning](https://openreview.net/forum?id=rkeT8iR9Y7) | 6, 5, 4 | 0.82 | Reject |
| 887 | 5.00 | [Choicenet: Robust Learning By Revealing Output Correlations](https://openreview.net/forum?id=S1MQ6jCcK7) | 4, 6, 5 | 0.82 | Reject |
| 888 | 5.00 | [Neural Message Passing For Multi-label Classification](https://openreview.net/forum?id=r1xYr3C5t7) | 4, 6, 5 | 0.82 | Reject |
| 889 | 5.00 | [Riemannian Transe: Multi-relational Graph Embedding In Non-euclidean Space](https://openreview.net/forum?id=r1xRW3A9YX) | 5, 5, 5 | 0.00 | Reject |
| 890 | 5.00 | [Ada-boundary: Accelerating The Dnn Training Via Adaptive Boundary Batch Selection](https://openreview.net/forum?id=SyfXKoRqFQ) | 5, 5, 5 | 0.00 | Reject |
| 891 | 5.00 | [Deep Curiosity Search: Intra-life Exploration Can Improve Performance On Challenging Deep Reinforcement Learning Problems](https://openreview.net/forum?id=BkeDEoCctQ) | 5, 5, 5 | 0.00 | Reject |
| 892 | 5.00 | [Intrinsic Social Motivation Via Causal Influence In Multi-agent Rl](https://openreview.net/forum?id=B1lG42C9Km) | 5, 4, 6 | 0.82 | Reject |
| 893 | 5.00 | [Empirical Observations On The Instability Of Aligning Word Vector Spaces With Gans](https://openreview.net/forum?id=SJxbps09K7) | 4, 6, 5 | 0.82 | N/A |
| 894 | 5.00 | [Analyzing Federated Learning Through An Adversarial Lens](https://openreview.net/forum?id=BkewX2C9tX) | 5, 4, 6 | 0.82 | Reject |
| 895 | 5.00 | [Variational Smoothing In Recurrent Neural Network Language Models](https://openreview.net/forum?id=SygQvs0cFQ) | 7, 6, 2 | 2.16 | Accept (Poster) |
| 896 | 5.00 | [Stop Memorizing: A Data-dependent Regularization Framework For Intrinsic Pattern Learning](https://openreview.net/forum?id=B1GSBsRcFX) | 7, 4, 4 | 1.41 | Reject |
| 897 | 5.00 | [Probabilistic Semantic Embedding](https://openreview.net/forum?id=r1xwqjRcY7) | 7, 4, 4 | 1.41 | Reject |
| 898 | 5.00 | [Globally Soft Filter Pruning For Efficient Convolutional Neural Networks](https://openreview.net/forum?id=H1fevoAcKX) | 6, 5, 4 | 0.82 | Reject |
| 899 | 5.00 | [The Effectiveness Of Pre-trained Code Embeddings](https://openreview.net/forum?id=H1glKiCqtm) | 6, 4, 5 | 0.82 | Reject |
| 900 | 5.00 | [Discovering Low-precision Networks Close To Full-precision Networks For Efficient Embedded Inference](https://openreview.net/forum?id=BJx1SsAcYQ) | 5, 4, 6 | 0.82 | Reject |
| 901 | 5.00 | [On The Relationship Between Neural Machine Translation And Word Alignment](https://openreview.net/forum?id=S1eEdj0cK7) | 4, 5, 6 | 0.82 | Reject |
| 902 | 5.00 | [Cautious Deep Learning](https://openreview.net/forum?id=SJequsCqKQ) | 4, 7, 4 | 1.41 | Reject |
| 903 | 5.00 | [End-to-end Learning Of A Convolutional Neural Network Via Deep Tensor Decomposition](https://openreview.net/forum?id=BJlhEs09YQ) | 5, 5, 5 | 0.00 | N/A |
| 904 | 5.00 | [Few-shot Classification On Graphs With Structural Regularized Gcns](https://openreview.net/forum?id=r1znKiAcY7) | 4, 6, 5 | 0.82 | Reject |
| 905 | 5.00 | [A Better Baseline For Second Order Gradient Estimation In Stochastic Computation Graphs](https://openreview.net/forum?id=H1x3SnAcYQ) | 6, 5, 6, 3 | 1.22 | Reject |
| 906 | 5.00 | [Unsupervised Multi-target Domain Adaptation: An Information Theoretic Approach](https://openreview.net/forum?id=BJxLH2AcYX) | 6, 4, 5 | 0.82 | Reject |
| 907 | 5.00 | [Improving Gaussian Mixture Latent Variable Model Convergence With Optimal Transport](https://openreview.net/forum?id=B1EiIsCctm) | 5, 5, 5 | 0.00 | N/A |
| 908 | 5.00 | [Spatial-winograd Pruning Enabling Sparse Winograd Convolution](https://openreview.net/forum?id=SJzYdsAqY7) | 5, 4, 6 | 0.82 | Reject |
| 909 | 5.00 | [Towards Language Agnostic Universal Representations](https://openreview.net/forum?id=r1l9Nj09YQ) | 5, 4, 6 | 0.82 | Reject |
| 910 | 5.00 | [Generative Adversarial Network Training Is A Continual Learning Problem](https://openreview.net/forum?id=SJzuHiA9tQ) | 5, 3, 7 | 1.63 | Reject |
| 911 | 5.00 | [Local Stability And Performance Of Simple Gradient Penalty -wasserstein Gan](https://openreview.net/forum?id=H1ecDoR5Y7) | 5, 4, 6 | 0.82 | Reject |
| 912 | 5.00 | [Understand The Dynamics Of Gans Via Primal-dual Optimization](https://openreview.net/forum?id=rylIy3R9K7) | 4, 5, 6 | 0.82 | Reject |
| 913 | 5.00 | [A Main/subsidiary Network Framework For Simplifying Binary Neural Networks](https://openreview.net/forum?id=ryxfHnCctX) | 5 | 0.00 | N/A |
| 914 | 5.00 | [Implicit Autoencoders](https://openreview.net/forum?id=HyMRaoAqKX) | 3, 6, 6 | 1.41 | Reject |
| 915 | 5.00 | [Excitation Dropout: Encouraging Plasticity In Deep Neural Networks](https://openreview.net/forum?id=H1xQSjCqFQ) | 5, 5, 5 | 0.00 | Reject |
| 916 | 5.00 | [Convergence Properties Of Deep Neural Networks On Separable Data](https://openreview.net/forum?id=HJfQrs0qt7) | 5, 5, 5 | 0.00 | Reject |
| 917 | 5.00 | [Weakly-supervised Knowledge Graph Alignment With Adversarial Learning](https://openreview.net/forum?id=S14h9sCqYm) | 5, 5, 5 | 0.00 | Reject |
| 918 | 5.00 | [Quantization For Rapid Deployment Of Deep Neural Networks](https://openreview.net/forum?id=HkzZBi0cFQ) | 5, 5, 5 | 0.00 | Reject |
| 919 | 5.00 | [Harmonic Unpaired Image-to-image Translation](https://openreview.net/forum?id=S1M6Z2Cctm) | 6, 5, 4 | 0.82 | Accept (Poster) |
| 920 | 5.00 | [On The Effectiveness Of Task Granularity For Transfer Learning](https://openreview.net/forum?id=Hyxsl2AqKm) | 5, 5, 5 | 0.00 | Reject |
| 921 | 5.00 | [Relwalk -- A Latent Variable Model Approach To Knowledge Graph Embedding](https://openreview.net/forum?id=SkxbDsR9Ym) | 6, 5, 4 | 0.82 | Reject |
| 922 | 5.00 | [Likelihood-based Permutation Invariant Loss Function For Probability Distributions](https://openreview.net/forum?id=rJxpuoCqtQ) | 5, 6, 4 | 0.82 | Reject |
| 923 | 5.00 | [Link Prediction In Hypergraphs Using Graph Convolutional Networks](https://openreview.net/forum?id=ryeaZhRqFm) | 6, 5, 4 | 0.82 | Reject |
| 924 | 5.00 | [Physiological Signal Embeddings (phase) Via Interpretable Stacked Models](https://openreview.net/forum?id=SygInj05Fm) | 6, 5, 4 | 0.82 | Reject |
| 925 | 5.00 | [Transferring Slu Models In Novel Domains](https://openreview.net/forum?id=rkg5fh0ctQ) | 6, 5, 4 | 0.82 | Reject |
| 926 | 5.00 | [Deep Reinforcement Learning Of Universal Policies With Diverse Environment Summaries](https://openreview.net/forum?id=rJe1y3CqtX) | 4, 6, 5 | 0.82 | Reject |
| 927 | 5.00 | [A Privacy-preserving Image Classification Framework With A Learnable Obfuscator](https://openreview.net/forum?id=rklvnjRqY7) | 5, 5, 5 | 0.00 | N/A |
| 928 | 5.00 | [Optimistic Acceleration For Optimization](https://openreview.net/forum?id=HkghV209tm) | 5, 6, 5, 4 | 0.71 | Reject |
| 929 | 5.00 | [Metric-optimized Example Weights](https://openreview.net/forum?id=SklgHoRqt7) | 4, 4, 7 | 1.41 | Reject |
| 930 | 5.00 | [Novel Positional Encodings To Enable Tree-structured Transformers](https://openreview.net/forum?id=SJerEhR5Km) | 5, 4, 6 | 0.82 | Reject |
| 931 | 5.00 | [The Importance Of Norm Regularization In Linear Graph Embedding: Theoretical Analysis And Empirical Demonstration](https://openreview.net/forum?id=B1e9csRcFm) | 7, 4, 4 | 1.41 | Reject |
| 932 | 5.00 | [Analysis Of Memory Organization For Dynamic Neural Networks](https://openreview.net/forum?id=H1gRM2A5YX) | 7, 5, 3 | 1.63 | Reject |
| 933 | 5.00 | [Isa-vae: Independent Subspace Analysis With Variational Autoencoders](https://openreview.net/forum?id=rJl_NhR9K7) | 4, 7, 4 | 1.41 | Reject |
| 934 | 5.00 | [Inferring Reward Functions From Demonstrators With Unknown Biases](https://openreview.net/forum?id=rkgqCiRqKQ) | 5, 5, 5 | 0.00 | Reject |
| 935 | 5.00 | [Approximation Capability Of Neural Networks On Sets Of Probability Measures And Tree-structured Data](https://openreview.net/forum?id=HklJV3A9Ym) | 6, 5, 4 | 0.82 | Reject |
| 936 | 5.00 | [Denoise While Aggregating: Collaborative Learning In Open-domain Question Answering](https://openreview.net/forum?id=BkVVOi0cFX) | 4, 6, 5 | 0.82 | Reject |
| 937 | 5.00 | [Learning Discriminators As Energy Networks In Adversarial Learning](https://openreview.net/forum?id=By40DoAqtX) | 5, 5, 5 | 0.00 | Reject |
| 938 | 5.00 | [Learning Representations Of Categorical Feature Combinations Via Self-attention](https://openreview.net/forum?id=SyxwW2A5Km) | 5, 5, 5 | 0.00 | Reject |
| 939 | 5.00 | [Therml: The Thermodynamics Of Machine Learning](https://openreview.net/forum?id=HJeQToAqKQ) | 7, 3, 5 | 1.63 | Reject |
| 940 | 5.00 | [Favae: Sequence Disentanglement Using In- Formation Bottleneck Principle](https://openreview.net/forum?id=Hygm8jC9FQ) | 5, 6, 4 | 0.82 | Reject |
| 941 | 5.00 | [Learning Representations Of Sets Through Optimized Permutations](https://openreview.net/forum?id=HJMCcjAcYX) | 6, 3, 6 | 1.41 | Accept (Poster) |
| 942 | 5.00 | [Convolutional Neural Networks Combined With Runge-kutta Methods](https://openreview.net/forum?id=HJNJws0cF7) | 4, 5, 6 | 0.82 | Reject |
| 943 | 5.00 | [Supportnet: Solving Catastrophic Forgetting In Class Incremental Learning With Support Data](https://openreview.net/forum?id=BkxSHsC5FQ) | 6, 5, 4 | 0.82 | Reject |
| 944 | 5.00 | [Experience Replay For Continual Learning](https://openreview.net/forum?id=S1g2V3Cct7) | 5, 5, 5 | 0.00 | Reject |
| 945 | 5.00 | [Hypergan: Exploring The Manifold Of Neural Networks](https://openreview.net/forum?id=B1GHJ3R9tQ) | 6, 5, 4 | 0.82 | Reject |
| 946 | 5.00 | [Learning Neuron Non-linearities With Kernel-based Deep Neural Networks](https://openreview.net/forum?id=BJlXUsR5KQ) | 5, 4, 6 | 0.82 | Reject |
| 947 | 5.00 | [Pairwise Augmented Gans With Adversarial Reconstruction Loss](https://openreview.net/forum?id=BJGfCjA5FX) | 4, 6, 5 | 0.82 | Reject |
| 948 | 5.00 | [Cutting Down Training Memory By Re-fowarding](https://openreview.net/forum?id=BJMvBjC5YQ) | 6, 4, 4, 6 | 1.00 | Reject |
| 949 | 5.00 | [Multi-modal Generative Adversarial Networks For Diverse Datasets](https://openreview.net/forum?id=rkgWBi09Ym) | 4, 6 | 1.00 | N/A |
| 950 | 5.00 | [A Variational Autoencoder For Probabilistic Non-negative Matrix Factorisation](https://openreview.net/forum?id=BJGjOi09t7) | 4, 4, 7 | 1.41 | Reject |
| 951 | 5.00 | [High Resolution And Fast Face Completion Via Progressively Attentive Gans](https://openreview.net/forum?id=Hkxx3o0qFX) | 5, 5, 5 | 0.00 | Reject |
| 952 | 5.00 | [Redsync : Reducing Synchronization Traffic For Distributed Deep Learning](https://openreview.net/forum?id=rkxJus0cFX) | 5, 5, 5 | 0.00 | Reject |
| 953 | 5.00 | [What A Difference A Pixel Makes: An Empirical Examination Of Features Used By Cnns For Categorisation](https://openreview.net/forum?id=ByePUo05K7) | 4, 4, 7 | 1.41 | Reject |
| 954 | 5.00 | [Graph2seq: Scalable Learning Dynamics For Graphs](https://openreview.net/forum?id=Ske7ToC5Km) | 6, 5, 4 | 0.82 | Reject |
| 955 | 5.00 | [Self-binarizing Networks](https://openreview.net/forum?id=HJxKajC5t7) | 5, 5, 5 | 0.00 | N/A |
| 956 | 5.00 | [Dissecting An Adversarial Framework For Information Retrieval](https://openreview.net/forum?id=Syez3j0cKX) | 6, 5, 4 | 0.82 | Reject |
| 957 | 5.00 | [Capacity Of Deep Neural Networks Under Parameter Quantization](https://openreview.net/forum?id=HylIcj0qFQ) | 5, 5, 5 | 0.00 | N/A |
| 958 | 5.00 | [Model Comparison For Semantic Grouping](https://openreview.net/forum?id=HJMghjA9YX) | 5, 5, 5 | 0.00 | Reject |
| 959 | 5.00 | [Learning Abstract Models For Long-horizon Exploration](https://openreview.net/forum?id=ryxLG2RcYX) | 4, 5, 6 | 0.82 | Reject |
| 960 | 5.00 | [Finding Mixed Nash Equilibria Of Generative Adversarial Networks](https://openreview.net/forum?id=ryMQ5sRqYX) | 4, 5, 6 | 0.82 | Reject |
| 961 | 5.00 | [Pointgrow: Autoregressively Learned Point Cloud Generation With Self-attention](https://openreview.net/forum?id=r1eWW2RqFX) | 3, 6, 6 | 1.41 | N/A |
| 962 | 5.00 | [Information Maximization Auto-encoding](https://openreview.net/forum?id=SyVpB2RqFX) | 5, 6, 4 | 0.82 | Reject |
| 963 | 5.00 | [Bayesian Deep Learning Via Stochastic Gradient Mcmc With A Stochastic Approximation Adaptation](https://openreview.net/forum?id=S1grRoR9tQ) | 5, 4, 6 | 0.82 | Reject |
| 964 | 5.00 | [Boosting Robustness Certification Of Neural Networks](https://openreview.net/forum?id=HJgeEh09KQ) | 5, 6, 4 | 0.82 | Accept (Poster) |
| 965 | 5.00 | [Vhegan: Variational Hetero-encoder Randomized Gan For Zero-shot Learning](https://openreview.net/forum?id=S1eX-nA5KX) | 5, 5, 5 | 0.00 | Reject |
| 966 | 5.00 | [Inducing Cooperation Via Learning To Reshape Rewards In Semi-cooperative Multi-agent Reinforcement Learning](https://openreview.net/forum?id=SyVhg20cK7) | 5, 5, 5 | 0.00 | Reject |
| 967 | 5.00 | [Iteratively Learning From The Best](https://openreview.net/forum?id=HJglg2A9FX) | 6, 3, 6 | 1.41 | Reject |
| 968 | 5.00 | [Déjà Vu: An Empirical Evaluation Of The Memorization Properties Of Convnets](https://openreview.net/forum?id=B1lwSsC5KX) | 4, 5, 6 | 0.82 | Reject |
| 969 | 5.00 | [Understanding The Effectiveness Of Lipschitz-continuity In Generative Adversarial Nets](https://openreview.net/forum?id=r1zOg309tX) | 6, 4, 5 | 0.82 | Reject |
| 970 | 5.00 | [Efficient Codebook And Factorization For Second Order Representation Learning](https://openreview.net/forum?id=B1e0KsRcYQ) | 4, 6, 5 | 0.82 | Reject |
| 971 | 5.00 | [Reinforced Imitation Learning From Observations](https://openreview.net/forum?id=rklhb2R9Y7) | 6, 5, 4 | 0.82 | Reject |
| 972 | 5.00 | [Safe Policy Learning From Observations](https://openreview.net/forum?id=rkx8l3Cctm) | 5, 5, 5 | 0.00 | Reject |
| 973 | 5.00 | [Data Interpretation And Reasoning Over Scientific Plots](https://openreview.net/forum?id=SygeznA9YX) | 6, 6, 3 | 1.41 | N/A |
| 974 | 5.00 | [An Energy-based Framework For Arbitrary Label Noise Correction](https://openreview.net/forum?id=Hyxu6oAqYX) | 5, 5, 5 | 0.00 | Reject |
| 975 | 5.00 | [Discrete Flow Posteriors For Variational Inference In Discrete Dynamical Systems](https://openreview.net/forum?id=HyxOIoRqFQ) | 4, 4, 7 | 1.41 | Reject |
| 976 | 5.00 | [Human-guided Column Networks: Augmenting Deep Learning With Advice](https://openreview.net/forum?id=HJeOMhA5K7) | 6, 4, 5 | 0.82 | Reject |
| 977 | 5.00 | [Collaborative Multiagent Reinforcement Learning In Homogeneous Swarms](https://openreview.net/forum?id=ByeDojRcYQ) | 6, 4, 5 | 0.82 | Reject |
| 978 | 5.00 | [An Automatic Operation Batching Strategy For The Backward Propagation Of Neural Networks Having Dynamic Computation Graphs](https://openreview.net/forum?id=SkxXwo0qYm) | 5, 6, 4 | 0.82 | Reject |
| 979 | 5.00 | [Unicorn: Continual Learning With A Universal, Off-policy Agent](https://openreview.net/forum?id=H1MBuiAqtX) | 4, 5, 6 | 0.82 | Reject |
| 980 | 5.00 | [A Theoretical Framework For Deep And Locally Connected Relu Network](https://openreview.net/forum?id=SyeKf30cFQ) | 3, 7, 5 | 1.63 | Reject |
| 981 | 5.00 | [On Regularization And Robustness Of Deep Neural Networks](https://openreview.net/forum?id=HkMlGnC9KQ) | 5, 4, 6 | 0.82 | Reject |
| 982 | 5.00 | [Strength In Numbers: Trading-off Robustness And Computation Via Adversarially-trained Ensembles](https://openreview.net/forum?id=HJguLo0cKQ) | 5, 6, 4 | 0.82 | Reject |
| 983 | 5.00 | [Canonical Correlation Analysis With Implicit Distributions](https://openreview.net/forum?id=Hy4R2oRqKQ) | 5, 6, 4 | 0.82 | Reject |
| 984 | 5.00 | [Dense Morphological Network: An Universal Function Approximator](https://openreview.net/forum?id=SyxknjC9KQ) | 5, 5, 5 | 0.00 | Reject |
| 985 | 5.00 | [Ad-vat: An Asymmetric Dueling Mechanism For Learning Visual Active Tracking](https://openreview.net/forum?id=HkgYmhR9KX) | 5, 4, 6 | 0.82 | Accept (Poster) |
| 986 | 5.00 | [Double Neural Counterfactual Regret Minimization](https://openreview.net/forum?id=Bkeuz20cYm) | 5, 6, 4 | 0.82 | Reject |
| 987 | 5.00 | [Guided Evolutionary Strategies: Escaping The Curse Of Dimensionality In Random Search](https://openreview.net/forum?id=B1xFxh0cKX) | 5, 4, 6 | 0.82 | Reject |
| 988 | 5.00 | [Using Ontologies To Improve Performance In Massively Multi-label Prediction](https://openreview.net/forum?id=r1g1LoAcFm) | 6, 5, 4 | 0.82 | Reject |
| 989 | 5.00 | [Accelerated Gradient Flow For Probability Distributions](https://openreview.net/forum?id=HkxCEhAqtQ) | 4, 5, 6 | 0.82 | Reject |
| 990 | 5.00 | [Large Batch Size Training Of Neural Networks With Adversarial Training And Second-order Information](https://openreview.net/forum?id=H1lnJ2Rqt7) | 4, 7, 4 | 1.41 | Reject |
| 991 | 5.00 | [Phrase-based Attentions](https://openreview.net/forum?id=r1xN5oA5tm) | 5, 5, 5 | 0.00 | Reject |
| 992 | 5.00 | [Causal Reasoning From Meta-reinforcement Learning](https://openreview.net/forum?id=H1ltQ3R9KQ) | 5, 4, 4, 7 | 1.22 | Reject |
| 993 | 5.00 | [Interpretable Continual Learning](https://openreview.net/forum?id=S1g9N2A5FX) | 4, 5, 6 | 0.82 | Reject |
| 994 | 5.00 | [Tensor Ring Nets Adapted Deep Multi-task Learning](https://openreview.net/forum?id=BJxmXhRcK7) | 6, 5, 4 | 0.82 | Reject |
| 995 | 5.00 | [Reduced-gate Convolutional Lstm Design Using Predictive Coding For Next-frame Video Prediction](https://openreview.net/forum?id=rJEyrjRqYX) | 5, 3, 7 | 1.63 | Reject |
| 996 | 5.00 | [S3ta: A Soft, Spatial, Sequential, Top-down Attention Model](https://openreview.net/forum?id=B1gJOoRcYQ) | 5, 5, 5 | 0.00 | Reject |
| 997 | 5.00 | [Solar: Deep Structured Representations For Model-based Reinforcement Learning](https://openreview.net/forum?id=Bke96sC5tm) | 5, 5, 5 | 0.00 | Reject |
| 998 | 5.00 | [Learning To Control Self-assembling Morphologies: A Study Of Generalization Via Modularity](https://openreview.net/forum?id=B1lxH20qtX) | 4, 7, 4 | 1.41 | Reject |
| 999 | 5.00 | [Snapquant: A Probabilistic And Nested Parameterization For Binary Networks](https://openreview.net/forum?id=B1ePui0ctQ) | 4, 6, 5 | 0.82 | Reject |
| 1000 | 5.00 | [Spread Divergences](https://openreview.net/forum?id=HJg3rjA5tQ) | 5, 4, 6 | 0.82 | Reject |
| 1001 | 5.00 | [Characterizing Malicious Edges Targeting On Graph Neural Networks](https://openreview.net/forum?id=HJxdAoCcYX) | 5, 5, 5 | 0.00 | Reject |
| 1002 | 5.00 | [N-ary Quantization For Cnn Model Compression And Inference Acceleration](https://openreview.net/forum?id=HylDpoActX) | 4, 4, 7 | 1.41 | Reject |
| 1003 | 4.75 | [Pooling Is Neither Necessary Nor Sufficient For Appropriate Deformation Stability In Cnns](https://openreview.net/forum?id=HJeuOiRqKQ) | 5, 4, 5, 5 | 0.43 | Reject |
| 1004 | 4.75 | [Geomstats: A Python Package For Riemannian Geometry In Machine Learning](https://openreview.net/forum?id=rklXaoAcFX) | 4, 4, 3, 8 | 1.92 | Reject |
| 1005 | 4.75 | [Multi-turn Dialogue Response Generation In An Adversarial Learning Framework](https://openreview.net/forum?id=SJxzPsAqFQ) | 4, 4, 6, 5 | 0.83 | Reject |
| 1006 | 4.75 | [Successor Options : An Option Discovery Algorithm For Reinforcement Learning](https://openreview.net/forum?id=Byxr73R5FQ) | 4, 5, 6, 4 | 0.83 | Reject |
| 1007 | 4.67 | [Like What You Like: Knowledge Distill Via Neuron Selectivity Transfer](https://openreview.net/forum?id=rJf0BjAqYX) | 4, 4, 6 | 0.94 | Reject |
| 1008 | 4.67 | [A Study Of Robustness Of Neural Nets Using Approximate Feature Collisions](https://openreview.net/forum?id=H1gDgn0qY7) | 6, 4, 4 | 0.94 | Reject |
| 1009 | 4.67 | [Segen: Sample-ensemble Genetic Evolutionary Network Model](https://openreview.net/forum?id=HJgVisRqtX) | 5, 5, 4 | 0.47 | Reject |
| 1010 | 4.67 | [Unsupervised Disentangling Structure And Appearance](https://openreview.net/forum?id=B1l1b205KX) | 6, 5, 3 | 1.25 | Reject |
| 1011 | 4.67 | [Predictive Uncertainty Through Quantization](https://openreview.net/forum?id=BkxgbhCqtQ) | 5, 4, 5 | 0.47 | Reject |
| 1012 | 4.67 | [Shaping Representations Through Communication](https://openreview.net/forum?id=HkzL4hR9Ym) | 5, 4, 5 | 0.47 | N/A |
| 1013 | 4.67 | [Diagnosing Language Inconsistency In Cross-lingual Word Embeddings](https://openreview.net/forum?id=rkxdpiA5Ym) | 6, 4, 4 | 0.94 | N/A |
| 1014 | 4.67 | [Explicit Recall For Efficient Exploration](https://openreview.net/forum?id=B1GIB3A9YX) | 7, 4, 3 | 1.70 | Reject |
| 1015 | 4.67 | [Generalized Adaptive Moment Estimation](https://openreview.net/forum?id=HJxFrs09YQ) | 3, 4, 7 | 1.70 | Reject |
| 1016 | 4.67 | [Neural Variational Inference For Embedding Knowledge Graphs](https://openreview.net/forum?id=HJM4rsRqFX) | 5, 5, 4 | 0.47 | Reject |
| 1017 | 4.67 | [Holographic And Other Point Set Distances For Machine Learning](https://openreview.net/forum?id=rJlpUiAcYX) | 4, 3, 7 | 1.70 | Reject |
| 1018 | 4.67 | [Geometry Aware Convolutional Filters For Omnidirectional Images Representation](https://openreview.net/forum?id=H1fF0iR9KX) | 4, 6, 4 | 0.94 | Reject |
| 1019 | 4.67 | [End-to-end Learning Of Pharmacological Assays From High-resolution Microscopy Images](https://openreview.net/forum?id=S1gBgnR9Y7) | 6, 3, 5 | 1.25 | Reject |
| 1020 | 4.67 | [Ssoc: Learning Spontaneous And Self-organizing Communication For Multi-agent Collaboration](https://openreview.net/forum?id=rJ4vlh0qtm) | 4, 5, 5 | 0.47 | Reject |
| 1021 | 4.67 | [Estimating Heterogeneous Treatment Effects Using Neural Networks With The Y-learner](https://openreview.net/forum?id=ryxnDoRcK7) | 5, 5, 4 | 0.47 | N/A |
| 1022 | 4.67 | [Na](https://openreview.net/forum?id=SkeiPsAqK7) | 4, 5, 5 | 0.47 | N/A |
| 1023 | 4.67 | [Computation-efficient Quantization Method For Deep Neural Networks](https://openreview.net/forum?id=SyxnvsAqFm) | 4, 5, 5 | 0.47 | Reject |
| 1024 | 4.67 | [Context-aware Forecasting For Multivariate Stationary Time-series](https://openreview.net/forum?id=B1xHUiC5tm) | 5, 5, 4 | 0.47 | N/A |
| 1025 | 4.67 | [Traditional And Heavy Tailed Self Regularization In Neural Network Models](https://openreview.net/forum?id=SJeFNoRcFQ) | 4, 4, 6 | 0.94 | Reject |
| 1026 | 4.67 | [Efficient Dictionary Learning With Gradient Descent](https://openreview.net/forum?id=HyxlHsActm) | 5, 4, 5 | 0.47 | Reject |
| 1027 | 4.67 | [Answer-based Adversarial Training For Generating Clarification Questions](https://openreview.net/forum?id=S1eKJ3R5KQ) | 4, 6, 4 | 0.94 | N/A |
| 1028 | 4.67 | [Learning Hash Codes Via Hamming Distance Targets](https://openreview.net/forum?id=rJxNAjC5F7) | 4, 6, 4 | 0.94 | Reject |
| 1029 | 4.67 | [On The Convergence And Robustness Of Batch Normalization](https://openreview.net/forum?id=SJg7IsC5KQ) | 6, 4, 4 | 0.94 | Reject |
| 1030 | 4.67 | [Zero-training Sentence Embedding Via Orthogonal Basis](https://openreview.net/forum?id=rJedbn0ctQ) | 5, 4, 5 | 0.47 | Reject |
| 1031 | 4.67 | [Feature Prioritization And Regularization Improve Standard Accuracy And Adversarial Robustness](https://openreview.net/forum?id=ryG2Cs09Y7) | 5, 4, 5 | 0.47 | Reject |
| 1032 | 4.67 | [Probabilistic Binary Neural Networks](https://openreview.net/forum?id=B1fysiAqK7) | 6, 5, 3 | 1.25 | Reject |
| 1033 | 4.67 | [Differential Equation Networks](https://openreview.net/forum?id=r1xwS3RqKQ) | 5, 4, 5 | 0.47 | Reject |
| 1034 | 4.67 | [Stochastic Learning Of Additive Second-order Penalties With Applications To Fairness](https://openreview.net/forum?id=Bke0rjR5F7) | 5, 5, 4 | 0.47 | Reject |
| 1035 | 4.67 | [Rectified Gradient: Layer-wise Thresholding For Sharp And Coherent Attribution Maps](https://openreview.net/forum?id=Hkemdj09YQ) | 5, 5, 4 | 0.47 | Reject |
| 1036 | 4.67 | [When Will Gradient Methods Converge To Max-margin Classifier Under Relu Models?](https://openreview.net/forum?id=Hygv0sC5F7) | 5, 4, 5 | 0.47 | Reject |
| 1037 | 4.67 | [An Efficient Network For Predicting Time-varying Distributions](https://openreview.net/forum?id=SJlp8sA5Y7) | 5, 4, 5 | 0.47 | N/A |
| 1038 | 4.67 | [Selectivity Metrics Can Overestimate The Selectivity Of Units: A Case Study On Alexnet](https://openreview.net/forum?id=Skluy2RcK7) | 5, 6, 3 | 1.25 | Reject |
| 1039 | 4.67 | [Effective Path: Know The Unknowns Of Neural Network](https://openreview.net/forum?id=rJeQYjRqYX) | 4, 4, 6 | 0.94 | Reject |
| 1040 | 4.67 | [Exploiting Environmental Variation To Improve Policy Robustness In Reinforcement Learning](https://openreview.net/forum?id=SJgTps0qtQ) | 5, 3, 6 | 1.25 | Reject |
| 1041 | 4.67 | [Mean Replacement Pruning](https://openreview.net/forum?id=BJxRVnC5Fm) | 5, 4, 5 | 0.47 | Reject |
| 1042 | 4.67 | [Inference Of Unobserved Event Streams With Neural Hawkes Particle Smoothing](https://openreview.net/forum?id=HJehSnCcFX) | 5, 4, 5 | 0.47 | Reject |
| 1043 | 4.67 | [Theoretical And Empirical Study Of Adversarial Examples](https://openreview.net/forum?id=HJlt7209Km) | 5, 5, 4 | 0.47 | Reject |
| 1044 | 4.67 | [Domain Adaptive Transfer Learning](https://openreview.net/forum?id=HyxH2o05FQ) | 3, 4, 7 | 1.70 | N/A |
| 1045 | 4.67 | [How Training Data Affect The Accuracy And Robustness Of Neural Networks For Image Classification](https://openreview.net/forum?id=HklKWhC5F7) | 4, 5, 5 | 0.47 | Reject |
| 1046 | 4.67 | [Learning Physics Priors For Deep Reinforcement Learing](https://openreview.net/forum?id=SklrrhRqFX) | 5, 4, 5 | 0.47 | Reject |
| 1047 | 4.67 | [Coupled Recurrent Models For Polyphonic Music Composition](https://openreview.net/forum?id=r1V0m3C5YQ) | 7, 3, 4 | 1.70 | Reject |
| 1048 | 4.67 | [Unifying Bilateral Filtering And Adversarial Training For Robust Neural Networks](https://openreview.net/forum?id=Hygp1nR9FQ) | 4, 5, 5 | 0.47 | Reject |
| 1049 | 4.67 | [Effective And Efficient Batch Normalization Using Few Uncorrelated Data For Statistics' Estimation](https://openreview.net/forum?id=HkGsHj05tQ) | 4, 5, 5 | 0.47 | Reject |
| 1050 | 4.67 | [Visualizing And Discovering Behavioural Weaknesses In Deep Reinforcement Learning](https://openreview.net/forum?id=BJf9k305Fm) | 5, 5, 4 | 0.47 | N/A |
| 1051 | 4.67 | [Improving Latent Variable Descriptiveness By Modelling Rather Than Ad-hoc Factors](https://openreview.net/forum?id=BkMqUiA5KX) | 4, 4, 6 | 0.94 | N/A |
| 1052 | 4.67 | [Accelerated Sparse Recovery Under Structured Measurements](https://openreview.net/forum?id=ryxyHnR5tX) | 4, 5, 5 | 0.47 | Reject |
| 1053 | 4.67 | [Unsupervised Expectation Learning For Multisensory Binding](https://openreview.net/forum?id=B1zMDjAqKQ) | 4, 5, 5 | 0.47 | Reject |
| 1054 | 4.67 | [Crystalgan: Learning To Discover Crystallographic Structures With Generative Adversarial Networks](https://openreview.net/forum?id=SyEGUi05Km) | 3, 7, 4 | 1.70 | N/A |
| 1055 | 4.67 | [Deep-trim: Revisiting L1 Regularization For Connection Pruning Of Deep Network](https://openreview.net/forum?id=r1exVhActQ) | 4, 6, 4 | 0.94 | Reject |
| 1056 | 4.67 | [Interpreting Adversarial Robustness: A View From Decision Surface In Input Space](https://openreview.net/forum?id=rylV6i09tX) | 3, 6, 5 | 1.25 | Reject |
| 1057 | 4.67 | [What Information Does A Resnet Compress?](https://openreview.net/forum?id=HklbTjRcKX) | 4, 4, 6 | 0.94 | Reject |
| 1058 | 4.67 | [Highly Efficient 8-bit Low Precision Inference Of Convolutional Neural Networks](https://openreview.net/forum?id=SklzIjActX) | 6, 4, 4 | 0.94 | Reject |
| 1059 | 4.67 | [Measuring Density And Similarity Of Task Relevant Information In Neural Representations](https://openreview.net/forum?id=Hye64hA9tm) | 4, 5, 5 | 0.47 | Reject |
| 1060 | 4.67 | [Over-parameterization Improves Generalization In The Xor Detection Problem](https://openreview.net/forum?id=HyGLy2RqtQ) | 4, 5, 5 | 0.47 | Reject |
| 1061 | 4.67 | [Few-shot Learning By Exploiting Object Relation](https://openreview.net/forum?id=rkzcvoA9YX) | 6, 4, 4 | 0.94 | N/A |
| 1062 | 4.67 | [N/a](https://openreview.net/forum?id=SkgYciAqF7) | 4, 4, 6 | 0.94 | N/A |
| 1063 | 4.67 | [Improved Resistance Of Neural Networks To Adversarial Images Through Generative Pre-training](https://openreview.net/forum?id=HJlEUoR9Km) | 4, 4, 6 | 0.94 | Reject |
| 1064 | 4.67 | [Sparse Binary Compression: Towards Distributed Deep Learning With Minimal Communication](https://openreview.net/forum?id=B1edvs05Y7) | 6, 3, 5 | 1.25 | Reject |
| 1065 | 4.67 | [Dual Skew Divergence Loss For Neural Machine Translation](https://openreview.net/forum?id=ryxaSsActQ) | 3, 6, 5 | 1.25 | Reject |
| 1066 | 4.67 | [Discriminative Out-of-distribution Detection For Semantic Segmentation](https://openreview.net/forum?id=H1x1noAqKX) | 4, 7, 3 | 1.70 | Reject |
| 1067 | 4.67 | [Maximum A Posteriori On A Submanifold: A General Image Restoration Method With Gan](https://openreview.net/forum?id=S1xLZ2R5KQ) | 4, 4, 6 | 0.94 | Reject |
| 1068 | 4.67 | [Robust Determinantal Generative Classifier For Noisy Labels And Adversarial Attacks](https://openreview.net/forum?id=rkle3i09K7) | 3, 7, 4 | 1.70 | Reject |
| 1069 | 4.67 | [Learned Optimizers That Outperform On Wall-clock And Validation Loss](https://openreview.net/forum?id=HJxwAo09KQ) | 4, 5, 5 | 0.47 | Reject |
| 1070 | 4.67 | [Pushing The Bounds Of Dropout](https://openreview.net/forum?id=rklwwo05Ym) | 5, 5, 4 | 0.47 | Reject |
| 1071 | 4.67 | [Manifold Alignment Via Feature Correspondence](https://openreview.net/forum?id=SkGNrnC9FQ) | 5, 5, 4 | 0.47 | Reject |
| 1072 | 4.67 | [Low-rank Matrix Factorization Of Lstm As Effective Model Compression](https://openreview.net/forum?id=BylahsR9tX) | 5, 5, 4 | 0.47 | N/A |
| 1073 | 4.67 | [Security Analysis Of Deep Neural Networks Operating In The Presence Of Cache Side-channel Attacks](https://openreview.net/forum?id=rk4Wf30qKQ) | 4, 6, 4 | 0.94 | Reject |
| 1074 | 4.67 | [Cgnf: Conditional Graph Neural Fields](https://openreview.net/forum?id=ryxMX2R9YQ) | 5, 4, 5 | 0.47 | Reject |
| 1075 | 4.67 | [Self-supervised Generalisation With Meta Auxiliary Learning](https://openreview.net/forum?id=S1gd7nCcF7) | 4, 4, 6 | 0.94 | Reject |
| 1076 | 4.67 | [An Investigation Of Model-free Planning](https://openreview.net/forum?id=Hkxr1nCcFm) | 5, 5, 4 | 0.47 | Reject |
| 1077 | 4.67 | [Evolving Intrinsic Motivations For Altruistic Behavior](https://openreview.net/forum?id=r1e-nj05FQ) | 5, 6, 3 | 1.25 | N/A |
| 1078 | 4.67 | [Boosting Trust Region Policy Optimization By Normalizing Flows Policy](https://openreview.net/forum?id=SJNRHiAcYX) | 6, 4, 4 | 0.94 | Reject |
| 1079 | 4.67 | [Mixfeat: Mix Feature In Latent Space Learns Discriminative Space](https://openreview.net/forum?id=HygT9oRqFX) | 6, 4, 4 | 0.94 | Reject |
| 1080 | 4.67 | [Unsupervised Image To Sequence Translation With Canvas-drawer Networks](https://openreview.net/forum?id=ByeLBj0qFQ) | 4, 6, 4 | 0.94 | Reject |
| 1081 | 4.67 | [Chemical Names Standardization Using Neural Sequence To Sequence Model](https://openreview.net/forum?id=rJg_NjCqtX) | 4, 3, 7 | 1.70 | Reject |
| 1082 | 4.67 | [Tabnn: A Universal Neural Network Solution For Tabular Data](https://openreview.net/forum?id=r1eJssCqY7) | 5, 4, 5 | 0.47 | Reject |
| 1083 | 4.67 | [Compound Density Networks](https://openreview.net/forum?id=rkgv9oRqtQ) | 4, 5, 5 | 0.47 | Reject |
| 1084 | 4.67 | [Architecture Compression](https://openreview.net/forum?id=BygGNnCqKQ) | 6, 4, 4 | 0.94 | Reject |
| 1085 | 4.67 | [Text Infilling](https://openreview.net/forum?id=r1zmVhCqKm) | 3, 5, 6 | 1.25 | Reject |
| 1086 | 4.67 | [Approximation And Non-parametric Estimation Of Resnet-type Convolutional Neural Networks Via Block-sparse Fully-connected Neural Networks](https://openreview.net/forum?id=HklnzhR9YQ) | 4, 6, 4 | 0.94 | Reject |
| 1087 | 4.67 | [Learning Gibbs-regularized Gans With Variational Discriminator Reparameterization](https://openreview.net/forum?id=BJlpCsC5Km) | 5, 5, 4 | 0.47 | Reject |
| 1088 | 4.67 | [Learning To Attend On Essential Terms: An Enhanced Retriever-reader Model For Open-domain Question Answering](https://openreview.net/forum?id=BJlif3C5FQ) | 4, 5, 5 | 0.47 | N/A |
| 1089 | 4.67 | [Progressive Weight Pruning Of Deep Neural Networks Using Admm](https://openreview.net/forum?id=rygo9iR9F7) | 5, 5, 4 | 0.47 | Reject |
| 1090 | 4.67 | [Tfgan: Improving Conditioning For Text-to-video Synthesis](https://openreview.net/forum?id=SJl11nCctX) | 6, 3, 5 | 1.25 | N/A |
| 1091 | 4.67 | [Penetrating The Fog: The Path To Efficient Cnn Models](https://openreview.net/forum?id=rJlg1n05YX) | 5, 4, 5 | 0.47 | Reject |
| 1092 | 4.67 | [Pruning In Training: Learning And Ranking Sparse Connections In Deep Convolutional Networks](https://openreview.net/forum?id=r1GgDj0cKX) | 5, 5, 4 | 0.47 | Reject |
| 1093 | 4.67 | [Expanding The Reach Of Federated Learning By Reducing Client Resource Requirements](https://openreview.net/forum?id=SJlpM3RqKQ) | 4, 5, 5 | 0.47 | Reject |
| 1094 | 4.67 | [Learning To Drive By Observing The Best And Synthesizing The Worst](https://openreview.net/forum?id=SkGtjjR5t7) | 3, 6, 5 | 1.25 | Reject |
| 1095 | 4.67 | [Multi-grained Entity Proposal Network For Named Entity Recognition](https://openreview.net/forum?id=HkeKVh05Fm) | 5, 5, 4 | 0.47 | Reject |
| 1096 | 4.67 | [Learning With Little Data: Evaluation Of Deep Learning Algorithms](https://openreview.net/forum?id=rylU8oRctX) | 6, 4, 4 | 0.94 | N/A |
| 1097 | 4.67 | [A Fast Quasi-newton-type Method For Large-scale Stochastic Optimisation](https://openreview.net/forum?id=Hkg1csA5Y7) | 5, 5, 4 | 0.47 | Reject |
| 1098 | 4.67 | [Gradient Descent Happens In A Tiny Subspace](https://openreview.net/forum?id=ByeTHsAqtX) | 4, 4, 6 | 0.94 | Reject |
| 1099 | 4.67 | [Pumpout: A Meta Approach For Robustly Training Deep Neural Networks With Noisy Labels](https://openreview.net/forum?id=HyG1_j0cYQ) | 6, 5, 3 | 1.25 | Reject |
| 1100 | 4.67 | [Convergence Guarantees For Rmsprop And Adam In Non-convex Optimization And An Empirical Comparison To Nesterov Acceleration](https://openreview.net/forum?id=rkgd0iA9FQ) | 5, 4, 5 | 0.47 | Reject |
| 1101 | 4.67 | [Logically-constrained Neural Fitted Q-iteration](https://openreview.net/forum?id=ryxMjoRcYm) | 5, 4, 5 | 0.47 | N/A |
| 1102 | 4.67 | [Pa-gan: Improving Gan Training By Progressive Augmentation](https://openreview.net/forum?id=ByeNFoRcK7) | 4, 5, 5 | 0.47 | Reject |
| 1103 | 4.67 | [Learning Graph Representations By Dendrograms](https://openreview.net/forum?id=SkxANsC9tQ) | 4, 5, 5 | 0.47 | Reject |
| 1104 | 4.67 | [Outlier Detection From Image Data](https://openreview.net/forum?id=HygTE309t7) | 4, 5, 5 | 0.47 | Reject |
| 1105 | 4.67 | [Count-based Exploration With The Successor Representation](https://openreview.net/forum?id=S1giVsRcYm) | 5, 5, 4 | 0.47 | Reject |
| 1106 | 4.67 | [On Breiman’s Dilemma In Neural Networks: Success And Failure Of Normalized Margins](https://openreview.net/forum?id=Byl_ciRcY7) | 4, 5, 5 | 0.47 | Reject |
| 1107 | 4.67 | [On Accurate Evaluation Of Gans For Language Generation](https://openreview.net/forum?id=rJMcdsA5FX) | 5, 3, 6 | 1.25 | Reject |
| 1108 | 4.67 | [Noise-tempered Generative Adversarial Networks](https://openreview.net/forum?id=SygNooCqY7) | 4, 5, 5 | 0.47 | N/A |
| 1109 | 4.67 | [A Unified View Of Deep Metric Learning Via Gradient Analysis](https://openreview.net/forum?id=Skf5qiC5KQ) | 3, 6, 5 | 1.25 | N/A |
| 1110 | 4.67 | [Ergodic Measure Preserving Flows](https://openreview.net/forum?id=HJx4KjRqYQ) | 5, 5, 4 | 0.47 | Reject |
| 1111 | 4.67 | [Stability Of Stochastic Gradient Method With Momentum For Strongly Convex Loss Functions](https://openreview.net/forum?id=S1lwRjR9YX) | 4, 6, 4 | 0.94 | Reject |
| 1112 | 4.67 | [Siamese Capsule Networks](https://openreview.net/forum?id=SyeQFiCcF7) | 5, 6, 3 | 1.25 | Reject |
| 1113 | 4.67 | [Learning Shared Manifold Representation Of Images And Attributes For Generalized Zero-shot Learning](https://openreview.net/forum?id=Hkesr205t7) | 4, 5, 5 | 0.47 | Reject |
| 1114 | 4.67 | [Variational Sparse Coding](https://openreview.net/forum?id=SkeJ6iR9Km) | 4, 5, 5 | 0.47 | Reject |
| 1115 | 4.67 | [Parameter Efficient Training Of Deep Convolutional Neural Networks By Dynamic Sparse Reparameterization](https://openreview.net/forum?id=S1xBioR5KX) | 4, 4, 6 | 0.94 | Reject |
| 1116 | 4.67 | [Open Vocabulary Learning On Source Code With A Graph-structured Cache](https://openreview.net/forum?id=SkNSehA9FQ) | 4, 4, 6 | 0.94 | Reject |
| 1117 | 4.67 | [Simile: Introducing Sequential Information Towards More Effective Imitation Learning](https://openreview.net/forum?id=Hyghb2Rct7) | 6, 4, 4 | 0.94 | Reject |
| 1118 | 4.67 | [Differentiable Expected Bleu For Text Generation](https://openreview.net/forum?id=S1x2aiRqFX) | 4, 4, 6 | 0.94 | Reject |
| 1119 | 4.67 | [Generating Realistic Stock Market Order Streams](https://openreview.net/forum?id=rke41hC5Km) | 5, 5, 4 | 0.47 | Reject |
| 1120 | 4.67 | [Tinkering With Black Boxes: Counterfactuals Uncover Modularity In Generative Models](https://openreview.net/forum?id=Byldr3RqKX) | 6, 4, 4 | 0.94 | Reject |
| 1121 | 4.67 | [Neural Malware Control With Deep Reinforcement Learning](https://openreview.net/forum?id=SJg6nj09F7) | 5, 4, 5 | 0.47 | Reject |
| 1122 | 4.67 | [Three Continual Learning Scenarios And A Case For Generative Replay](https://openreview.net/forum?id=ByGVui0ctm) | 4, 4, 6 | 0.94 | Reject |
| 1123 | 4.67 | [On The Geometry Of Adversarial Examples](https://openreview.net/forum?id=H1lug3R5FX) | 5, 3, 6 | 1.25 | Reject |
| 1124 | 4.67 | [Investigating Cnns' Learning Representation Under Label Noise](https://openreview.net/forum?id=H1xmqiAqFm) | 5, 4, 5 | 0.47 | Reject |
| 1125 | 4.67 | [Integral Pruning On Activations And Weights For Efficient Neural Networks](https://openreview.net/forum?id=HyevnsCqtQ) | 4, 5, 5 | 0.47 | Reject |
| 1126 | 4.67 | [A Proposed Hierarchy Of Deep Learning Tasks](https://openreview.net/forum?id=B1g-X3RqKm) | 6, 4, 4 | 0.94 | Reject |
| 1127 | 4.67 | [3d-relnet: Joint Object And Relational Network For 3d Prediction](https://openreview.net/forum?id=rygk9oA9Ym) | 6, 3, 5 | 1.25 | Reject |
| 1128 | 4.67 | [Ace: Artificial Checkerboard Enhancer To Induce And Evade Adversarial Attacks](https://openreview.net/forum?id=BJlc6iA5YX) | 4, 4, 6 | 0.94 | Reject |
| 1129 | 4.67 | [Conscious Inference For Object Detection](https://openreview.net/forum?id=HygYqs0qKX) | 4, 6, 4 | 0.94 | Reject |
| 1130 | 4.67 | [Sufficient Conditions For Robustness To Adversarial Examples: A Theoretical And Empirical Study With Bayesian Neural Networks](https://openreview.net/forum?id=B1eZRiC9YX) | 5, 5, 4 | 0.47 | Reject |
| 1131 | 4.67 | [Using Gans For Generation Of Realistic City-scale Ride Sharing/hailing Data Sets](https://openreview.net/forum?id=H1eMBn09Km) | 4, 5, 5 | 0.47 | Reject |
| 1132 | 4.67 | [Visual Imitation With A Minimal Adversary](https://openreview.net/forum?id=rygVV205KQ) | 5, 3, 6 | 1.25 | Reject |
| 1133 | 4.67 | [Intriguing Properties Of Learned Representations](https://openreview.net/forum?id=SJzvDjAcK7) | 3, 6, 5 | 1.25 | Reject |
| 1134 | 4.67 | [Sampling With Probability Matching](https://openreview.net/forum?id=HygQro05KX) | 5, 6, 3 | 1.25 | Reject |
| 1135 | 4.67 | [Meta-learning With Differentiable Closed-form Solvers](https://openreview.net/forum?id=HyxnZh0ct7) | 5, 2, 7 | 2.05 | Accept (Poster) |
| 1136 | 4.67 | [The Conditional Entropy Bottleneck](https://openreview.net/forum?id=rkVOXhAqY7) | 6, 2, 6 | 1.89 | Reject |
| 1137 | 4.67 | [Learning Information Propagation In The Dynamical Systems Via Information Bottleneck Hierarchy](https://openreview.net/forum?id=rJgTciR9tm) | 5, 4, 5 | 0.47 | Reject |
| 1138 | 4.67 | [Partially Mutual Exclusive Softmax For Positive And Unlabeled Data](https://openreview.net/forum?id=rkx0g3R5tX) | 5, 4, 5 | 0.47 | Reject |
| 1139 | 4.67 | [Transfer Value Or Policy? A Value-centric Framework Towards Transferrable Continuous Reinforcement Learning](https://openreview.net/forum?id=H1gZV30qKQ) | 5, 4, 5 | 0.47 | Reject |
| 1140 | 4.67 | [Consistency-based Anomaly Detection With Adaptive Multiple-hypotheses Predictions](https://openreview.net/forum?id=r1ledo0ctX) | 4, 5, 5 | 0.47 | Reject |
| 1141 | 4.67 | [Marginalized Average Attentional Network For Weakly-supervised Learning](https://openreview.net/forum?id=HkljioCcFQ) | 5, 6, 3 | 1.25 | Accept (Poster) |
| 1142 | 4.67 | [Online Bellman Residue Minimization Via Saddle Point Optimization](https://openreview.net/forum?id=Skxqni09KX) | 5, 5, 4 | 0.47 | N/A |
| 1143 | 4.67 | [Object-oriented Model Learning Through Multi-level Abstraction](https://openreview.net/forum?id=BkxkH30cFm) | 4, 4, 6 | 0.94 | Reject |
| 1144 | 4.67 | [Expressiveness In Deep Reinforcement Learning](https://openreview.net/forum?id=HJxXynC9t7) | 6, 4, 4 | 0.94 | Reject |
| 1145 | 4.67 | [Scalable Neural Theorem Proving On Knowledge Bases And Natural Language](https://openreview.net/forum?id=BJzmzn0ctX) | 4, 5, 5 | 0.47 | Reject |
| 1146 | 4.50 | [Improving On-policy Learning With Statistical Reward Accumulation](https://openreview.net/forum?id=HJgZrsC5t7) | 4, 5 | 0.50 | Reject |
| 1147 | 4.50 | [Fast Binary Functional Search On Graph](https://openreview.net/forum?id=Bkg5aoAqKm) | 4, 5 | 0.50 | Reject |
| 1148 | 4.50 | [One-shot High-fidelity Imitation: Training Large-scale Deep Nets With Rl](https://openreview.net/forum?id=HJMjW3RqtX) | 4, 4, 5, 5 | 0.50 | Reject |
| 1149 | 4.50 | [Online Abstraction With Mdp Homomorphisms For Deep Learning](https://openreview.net/forum?id=B1gVRi0qFQ) | 4, 5 | 0.50 | N/A |
| 1150 | 4.50 | [Fast Exploration With Simplified Models And Approximately Optimistic Planning In Model Based Reinforcement Learning](https://openreview.net/forum?id=HygS7n0cFQ) | 5, 4 | 0.50 | Reject |
| 1151 | 4.50 | [Unification Of Recurrent Neural Network Architectures And Quantum Inspired Stable Design](https://openreview.net/forum?id=SJfFTjA5KQ) | 5, 4, 4, 5 | 0.50 | Reject |
| 1152 | 4.40 | [Context Dependent Modulation Of Activation Function](https://openreview.net/forum?id=rylWVnR5YQ) | 4, 4, 4, 4, 6 | 0.80 | Reject |
| 1153 | 4.33 | [Multi-objective Value Iteration With Parameterized Threshold-based Safety Constraints](https://openreview.net/forum?id=HyeS73ActX) | 5, 5, 3 | 0.94 | Reject |
| 1154 | 4.33 | [Bridging Hmms And Rnns Through Architectural Transformations](https://openreview.net/forum?id=HyesB2RqFQ) | 5, 3, 5 | 0.94 | N/A |
| 1155 | 4.33 | [Learning Corresponded Rationales For Text Matching](https://openreview.net/forum?id=rklQas09tm) | 6, 4, 3 | 1.25 | Reject |
| 1156 | 4.33 | [Modeling Dynamics Of Biological Systems With Deep Generative Neural Networks](https://openreview.net/forum?id=S1gARiAcFm) | 6, 4, 3 | 1.25 | Reject |
| 1157 | 4.33 | [Learning Adversarial Examples With Riemannian Geometry](https://openreview.net/forum?id=H1lADsCcFQ) | 6, 4, 3 | 1.25 | Reject |
| 1158 | 4.33 | [Q-neurons: Neuron Activations Based On Stochastic Jackson's Derivative Operators](https://openreview.net/forum?id=r1xkIjA9tX) | 6, 2, 5 | 1.70 | Reject |
| 1159 | 4.33 | [From Nodes To Networks: Evolving Recurrent Neural Networks](https://openreview.net/forum?id=S1lVniC5Y7) | 5, 4, 4 | 0.47 | Reject |
| 1160 | 4.33 | [Combining Global Sparse Gradients With Local Gradients](https://openreview.net/forum?id=BkeSusCcYm) | 5, 5, 3 | 0.94 | N/A |
| 1161 | 4.33 | [Efficient Sequence Labeling With Actor-critic Training](https://openreview.net/forum?id=H1e6ij0cKQ) | 5, 4, 4 | 0.47 | Reject |
| 1162 | 4.33 | [Learning A Neural-network-based Representation For Open Set Recognition](https://openreview.net/forum?id=r1elIi09K7) | 4, 4, 5 | 0.47 | Reject |
| 1163 | 4.33 | [Mental Fatigue Monitoring Using Brain Dynamics Preferences](https://openreview.net/forum?id=B1l9qsA5KQ) | 7, 4, 2 | 2.05 | Reject |
| 1164 | 4.33 | [Feed: Feature-level Ensemble Effect For Knowledge Distillation](https://openreview.net/forum?id=BJxYEsAqY7) | 5, 4, 4 | 0.47 | Reject |
| 1165 | 4.33 | [Pseudosaccades: A Simple Ensemble Scheme For Improving Classification Performance Of Deep Nets](https://openreview.net/forum?id=B1eCCoR5tm) | 5, 4, 4 | 0.47 | Reject |
| 1166 | 4.33 | [Unsupervised Meta-learning For Reinforcement Learning](https://openreview.net/forum?id=H1eRBoC9FX) | 3, 6, 4 | 1.25 | Reject |
| 1167 | 4.33 | [Total Style Transfer With A Single Feed-forward Network](https://openreview.net/forum?id=BJ4AFsRcFQ) | 4, 5, 4 | 0.47 | Reject |
| 1168 | 4.33 | [Pruning With Hints: An Efficient Framework For Model Acceleration](https://openreview.net/forum?id=Hyffti0ctQ) | 4, 5, 4 | 0.47 | Reject |
| 1169 | 4.33 | [Prototypical Examples In Deep Learning: Metrics, Characteristics, And Utility](https://openreview.net/forum?id=r1xyx3R9tQ) | 3, 5, 5 | 0.94 | Reject |
| 1170 | 4.33 | [Classifier-agnostic Saliency Map Extraction](https://openreview.net/forum?id=BJxbYoC9FQ) | 4, 5, 4 | 0.47 | Reject |
| 1171 | 4.33 | [A Guider Network For Multi-dual Learning](https://openreview.net/forum?id=B1eO9oA5Km) | 4, 5, 4 | 0.47 | Reject |
| 1172 | 4.33 | [Targeted Adversarial Examples For Black Box Audio Systems](https://openreview.net/forum?id=HyGySsAct7) | 4, 6, 3 | 1.25 | Reject |
| 1173 | 4.33 | [Meta-learning With Individualized Feature Space For Few-shot Classification](https://openreview.net/forum?id=BygrtoC9Km) | 5, 5, 3 | 0.94 | Reject |
| 1174 | 4.33 | [Improving Sample-based Evaluation For Generative Adversarial Networks](https://openreview.net/forum?id=HJlY0jA5F7) | 5, 5, 3 | 0.94 | Reject |
| 1175 | 4.33 | [Variation Network: Learning High-level Attributes For Controlled Input Manipulation](https://openreview.net/forum?id=ryfaViR9YX) | 3, 6, 4 | 1.25 | Reject |
| 1176 | 4.33 | [A Convergent Variant Of The Boltzmann Softmax Operator In Reinforcement Learning](https://openreview.net/forum?id=B1MhpiRqFm) | 4, 4, 5 | 0.47 | Reject |
| 1177 | 4.33 | [Variational Recurrent Models For Representation Learning](https://openreview.net/forum?id=HkxCenR5F7) | 5, 3, 5 | 0.94 | Reject |
| 1178 | 4.33 | [The Natural Language Decathlon: Multitask Learning As Question Answering](https://openreview.net/forum?id=B1lfHhR9tm) | 5, 5, 3 | 0.94 | Reject |
| 1179 | 4.33 | [On The Effect Of The Activation Function On The Distribution Of Hidden Nodes In A Deep Network](https://openreview.net/forum?id=HJej3s09Km) | 4, 5, 4 | 0.47 | Reject |
| 1180 | 4.33 | [Variational Domain Adaptation](https://openreview.net/forum?id=ByeLmn0qtX) | 4, 4, 5 | 0.47 | Reject |
| 1181 | 4.33 | [Pixel Redrawn For A Robust Adversarial Defense](https://openreview.net/forum?id=r1ez_sRcFQ) | 4, 6, 3 | 1.25 | Reject |
| 1182 | 4.33 | [Composition And Decomposition Of Gans](https://openreview.net/forum?id=rJgP7hR5YQ) | 4, 5, 4 | 0.47 | Reject |
| 1183 | 4.33 | [Hiding Objects From Detectors: Exploring Transferrable Adversarial Patterns](https://openreview.net/forum?id=H1Gnx2CqKQ) | 6, 4, 3 | 1.25 | N/A |
| 1184 | 4.33 | [Representation Flow For Action Recognition](https://openreview.net/forum?id=r1ejxnCctX) | 3, 5, 5 | 0.94 | N/A |
| 1185 | 4.33 | [Selective Self-training For Semi-supervised Learning](https://openreview.net/forum?id=SyzrLjA5FQ) | 4, 5, 4 | 0.47 | Reject |
| 1186 | 4.33 | [Realistic Adversarial Examples In 3d Meshes](https://openreview.net/forum?id=SJfcrn0qKX) | 5, 5, 3 | 0.94 | N/A |
| 1187 | 4.33 | [Odin: Outlier Detection In Neural Networks](https://openreview.net/forum?id=rkGqLoR5tX) | 5, 4, 4 | 0.47 | N/A |
| 1188 | 4.33 | [Sense: Semantically Enhanced Node Sequence Embedding](https://openreview.net/forum?id=B1x9siCcYQ) | 4, 4, 5 | 0.47 | Reject |
| 1189 | 4.33 | [Label Smoothing And Logit Squeezing: A Replacement For Adversarial Training?](https://openreview.net/forum?id=BJlr0j0ctX) | 7, 4, 2 | 2.05 | N/A |
| 1190 | 4.33 | [Blackmarks: Black-box Multi-bit Watermarking For Deep Neural Networks](https://openreview.net/forum?id=S1MeM2RcFm) | 5, 4, 4 | 0.47 | Reject |
| 1191 | 4.33 | [Neural Probabilistic Motor Primitives For Humanoid Control](https://openreview.net/forum?id=BJl6TjRcY7) | 3, 6, 4 | 1.25 | Accept (Poster) |
| 1192 | 4.33 | [Compositional Gan: Learning Conditional Image Composition](https://openreview.net/forum?id=rygPUoR9YQ) | 4, 4, 5 | 0.47 | N/A |
| 1193 | 4.33 | [Representation Compression And Generalization In Deep Neural Networks](https://openreview.net/forum?id=SkeL6sCqK7) | 6, 3, 4 | 1.25 | Reject |
| 1194 | 4.33 | [Beyond Winning And Losing: Modeling Human Motivations And Behaviors With Vector-valued Inverse Reinforcement Learning](https://openreview.net/forum?id=SkVe3iA9Ym) | 5, 4, 4 | 0.47 | Reject |
| 1195 | 4.33 | [Backdrop: Stochastic Backpropagation](https://openreview.net/forum?id=B1l8iiA9tQ) | 5, 3, 5 | 0.94 | Reject |
| 1196 | 4.33 | [Contextualized Role Interaction For Neural Machine Translation](https://openreview.net/forum?id=ryx3_iAcY7) | 4, 5, 4 | 0.47 | Reject |
| 1197 | 4.33 | [Task-gan For Improved Gan Based Image Restoration](https://openreview.net/forum?id=Hylnis0qKX) | 4, 5, 4 | 0.47 | Reject |
| 1198 | 4.33 | [Model-agnostic Meta-learning For Multimodal Task Distributions](https://openreview.net/forum?id=HkzOWnActX) | 3, 5, 5 | 0.94 | Reject |
| 1199 | 4.33 | [Stacked U-nets: A No-frills Approach To Natural Image Segmentation](https://openreview.net/forum?id=BJgFcj0qKX) | 5, 3, 5 | 0.94 | N/A |
| 1200 | 4.33 | [Unsupervised Classification Into Unknown Number Of Classes](https://openreview.net/forum?id=S1gUVjCqKm) | 4, 4, 5 | 0.47 | Reject |
| 1201 | 4.33 | [Fast Object Localization Via Sensitivity Analysis](https://openreview.net/forum?id=rkzUYjCcFm) | 4, 6, 3 | 1.25 | Reject |
| 1202 | 4.33 | [Variadic Learning By Bayesian Nonparametric Deep Embedding](https://openreview.net/forum?id=SJf6BhAqK7) | 5, 4, 4 | 0.47 | Reject |
| 1203 | 4.33 | [Asynchronous Sgd Without Gradient Delay For Efficient Distributed Training](https://openreview.net/forum?id=H1lo3sC9KX) | 5, 4, 4 | 0.47 | Reject |
| 1204 | 4.33 | [Shrinkage-based Bias-variance Trade-off For Deep Reinforcement Learning](https://openreview.net/forum?id=S1z9ehAqYX) | 4, 4, 5 | 0.47 | Reject |
| 1205 | 4.33 | [Unsupervised Latent Tree Induction With Deep Inside-outside Recursive Auto-encoders](https://openreview.net/forum?id=HJeq43AqF7) | 5, 6, 2 | 1.70 | N/A |
| 1206 | 4.33 | [Low-cost Parameterizations Of Deep Convolutional Neural Networks](https://openreview.net/forum?id=H1eRIoA5Y7) | 4, 4, 5 | 0.47 | N/A |
| 1207 | 4.33 | [Successor Uncertainties: Exploration And Uncertainty In Temporal Difference Learning](https://openreview.net/forum?id=BklACjAqFm) | 4, 5, 4 | 0.47 | Reject |
| 1208 | 4.33 | [End-to-end Hierarchical Text Classification With Label Assignment Policy](https://openreview.net/forum?id=H1Gfx3Rqtm) | 5, 4, 4 | 0.47 | Reject |
| 1209 | 4.33 | [Generalized Label Propagation Methods For Semi-supervised Learning](https://openreview.net/forum?id=SygjB3AcYX) | 4, 3, 6 | 1.25 | N/A |
| 1210 | 4.33 | [Jumpout: Improved Dropout For Deep Neural Networks With Rectified Linear Units](https://openreview.net/forum?id=r1gRCiA5Ym) | 5, 4, 4 | 0.47 | Reject |
| 1211 | 4.33 | [The Cakewalk Method](https://openreview.net/forum?id=Hkx-ii05FQ) | 5, 4, 4 | 0.47 | Reject |
| 1212 | 4.33 | [W2gan: Recovering An Optimal Transport Map With A Gan](https://openreview.net/forum?id=BJx9f305t7) | 6, 3, 4 | 1.25 | Reject |
| 1213 | 4.33 | [Rating Continuous Actions In Spatial Multi-agent Problems](https://openreview.net/forum?id=HygqJnCqtm) | 5, 4, 4 | 0.47 | Reject |
| 1214 | 4.33 | [Meta-learning To Guide Segmentation](https://openreview.net/forum?id=HJej6jR5Fm) | 7, 3, 3 | 1.89 | Reject |
| 1215 | 4.33 | [Stochastic Quantized Activation: To Prevent Overfitting In Fast Adversarial Training](https://openreview.net/forum?id=ryxeB30cYX) | 4, 5, 4 | 0.47 | Reject |
| 1216 | 4.33 | [Dppnet: Approximating Determinantal Point Processes With Deep Networks](https://openreview.net/forum?id=B1euhoAcKX) | 3, 5, 5 | 0.94 | Reject |
| 1217 | 4.33 | [Evolutionary-neural Hybrid Agents For Architecture Search](https://openreview.net/forum?id=S1eBzhRqK7) | 5, 4, 4 | 0.47 | Reject |
| 1218 | 4.33 | [Topicgan: Unsupervised Text Generation From Explainable Latent Topics](https://openreview.net/forum?id=SyGjQ30qFX) | 4, 4, 5 | 0.47 | Reject |
| 1219 | 4.33 | [Select Via Proxy: Efficient Data Selection For Training Deep Networks](https://openreview.net/forum?id=ryzHXnR5Y7) | 4, 4, 5 | 0.47 | Reject |
| 1220 | 4.33 | [Deep Perm-set Net: Learn To Predict Sets With Unknown Permutation And Cardinality Using Deep Neural Networks](https://openreview.net/forum?id=rJVoEiCqKQ) | 7, 3, 3 | 1.89 | Reject |
| 1221 | 4.33 | [In Your Pace: Learning The Right Example At The Right Time](https://openreview.net/forum?id=ryxHii09KQ) | 5, 4, 4 | 0.47 | Reject |
| 1222 | 4.33 | [Modulating Transfer Between Tasks In Gradient-based Meta-learning](https://openreview.net/forum?id=HyxpNnRcFX) | 5, 4, 4 | 0.47 | Reject |
| 1223 | 4.33 | [A Preconditioned Accelerated Stochastic Gradient Descent Algorithm](https://openreview.net/forum?id=HJgODj05KX) | 4, 4, 5 | 0.47 | Reject |
| 1224 | 4.33 | [Adaptive Convolutional Neural Networks](https://openreview.net/forum?id=ByeWdiR5Ym) | 5, 4, 4 | 0.47 | Reject |
| 1225 | 4.33 | [Inter-bmv: Interpolation With Block Motion Vectors For Fast Semantic Segmentation On Video](https://openreview.net/forum?id=BJgy-n0cK7) | 5, 3, 5 | 0.94 | Reject |
| 1226 | 4.33 | [Deeptwist: Learning Model Compression Via Occasional Weight Distortion](https://openreview.net/forum?id=HJzLdjR9FX) | 5, 4, 4 | 0.47 | Reject |
| 1227 | 4.33 | [Na](https://openreview.net/forum?id=r1MmH30cY7) | 3, 5, 5 | 0.94 | N/A |
| 1228 | 4.33 | [N/a](https://openreview.net/forum?id=Sy4G8sC9KX) | 5, 4, 4 | 0.47 | N/A |
| 1229 | 4.33 | [Generative Adversarial Interpolative Autoencoding: Adversarial Training On Latent Space Interpolations Encourages Convex Latent Distributions](https://openreview.net/forum?id=HJl2Ns0qKX) | 5, 4, 4 | 0.47 | Reject |
| 1230 | 4.33 | [Aciq: Analytical Clipping For Integer Quantization Of Neural Networks](https://openreview.net/forum?id=B1x33sC9KQ) | 4, 4, 5 | 0.47 | Reject |
| 1231 | 4.33 | [Explainable Adversarial Learning: Implicit Generative Modeling Of Random Noise During Training For Adversarial Robustness](https://openreview.net/forum?id=rkMk9j0qYm) | 3, 5, 5 | 0.94 | N/A |
| 1232 | 4.33 | [Combining Learned Representations For Combinatorial Optimization](https://openreview.net/forum?id=SkeQniAqK7) | 4, 4, 5 | 0.47 | Reject |
| 1233 | 4.33 | [Visual Imitation Learning With Recurrent Siamese Networks](https://openreview.net/forum?id=SyNbRj09Y7) | 4, 4, 5 | 0.47 | Reject |
| 1234 | 4.33 | [How To Learn (and How Not To Learn) Multi-hop Reasoning With Memory Networks](https://openreview.net/forum?id=B1lf43A5Y7) | 3, 5, 5 | 0.94 | N/A |
| 1235 | 4.33 | [Teaching To Teach By Structured Dark Knowledge](https://openreview.net/forum?id=SJg013C5KX) | 4, 3, 6 | 1.25 | Reject |
| 1236 | 4.33 | [Confidence Calibration In Deep Neural Networks Through Stochastic Inferences](https://openreview.net/forum?id=HJz1vo0cYX) | 5, 3, 5 | 0.94 | N/A |
| 1237 | 4.33 | [Isolating Effects Of Age With Fair Representation Learning When Assessing Dementia](https://openreview.net/forum?id=BylTHoR5Km) | 4, 4, 5 | 0.47 | N/A |
| 1238 | 4.33 | [A Single Shot Pca-driven Analysis Of Network Structure To Remove Redundancy](https://openreview.net/forum?id=SJgzJh0qtQ) | 4, 4, 5 | 0.47 | N/A |
| 1239 | 4.33 | [Learning To Control Visual Abstractions For Structured Exploration In Deep Reinforcement Learning](https://openreview.net/forum?id=HJlWXhC5Km) | 4, 5, 4 | 0.47 | Reject |
| 1240 | 4.33 | [Log Hyperbolic Cosine Loss Improves Variational Auto-encoder](https://openreview.net/forum?id=rkglvsC9Ym) | 4, 4, 5 | 0.47 | Reject |
| 1241 | 4.33 | [Locally Linear Unsupervised Feature Selection](https://openreview.net/forum?id=ByxF-nAqYX) | 4, 6, 3 | 1.25 | Reject |
| 1242 | 4.33 | [Sequence Modelling With Auto-addressing And Recurrent Memory Integrating Networks](https://openreview.net/forum?id=HyMS8iRcK7) | 4, 4, 5 | 0.47 | Reject |
| 1243 | 4.33 | [Learning What To Remember: Long-term Episodic Memory Networks For Learning From Streaming Data](https://openreview.net/forum?id=BJxPk2A9Km) | 5, 4, 4 | 0.47 | Reject |
| 1244 | 4.33 | [Universal Attacks On Equivariant Networks](https://openreview.net/forum?id=B1MX5j0cFX) | 4, 4, 5 | 0.47 | Reject |
| 1245 | 4.33 | [Incsql: Training Incremental Text-to-sql Parsers With Non-deterministic Oracles](https://openreview.net/forum?id=B1eZCjA9KX) | 4, 6, 3 | 1.25 | N/A |
| 1246 | 4.33 | [Provable Defenses Against Spatially Transformed Adversarial Inputs: Impossibility And Possibility Results](https://openreview.net/forum?id=HkeWSnR5Y7) | 5, 3, 5 | 0.94 | Reject |
| 1247 | 4.33 | [Auto-encoding Knockoff Generator For Fdr Controlled Variable Selection](https://openreview.net/forum?id=rkxfjjA5Km) | 3, 4, 6 | 1.25 | Reject |
| 1248 | 4.33 | [Learning Grounded Sentence Representations By Jointly Using Video And Text Information](https://openreview.net/forum?id=BJe8niAqKX) | 4, 3, 6 | 1.25 | N/A |
| 1249 | 4.33 | [Neural Rendering Model: Joint Generation And Prediction For Semi-supervised Learning](https://openreview.net/forum?id=B1lx42A9Ym) | 5, 5, 3 | 0.94 | Reject |
| 1250 | 4.33 | [Manifoldnet: A Deep Neural Network For Manifold-valued Data](https://openreview.net/forum?id=SyzjBiR9t7) | 5, 4, 4 | 0.47 | Reject |
| 1251 | 4.33 | [Unsupervised Word Discovery With Segmental Neural Language Models](https://openreview.net/forum?id=r1NDBsAqY7) | 4, 3, 6 | 1.25 | Reject |
| 1252 | 4.33 | [Network Reparameterization For Unseen Class Categorization](https://openreview.net/forum?id=rJeyV2AcKX) | 5, 3, 5 | 0.94 | N/A |
| 1253 | 4.33 | [Deep Geometrical Graph Classification](https://openreview.net/forum?id=Hkes0iR9KX) | 4, 3, 6 | 1.25 | Reject |
| 1254 | 4.33 | [Generative Models From The Perspective Of Continual Learning](https://openreview.net/forum?id=S1eFtj0cKQ) | 4, 5, 4 | 0.47 | Reject |
| 1255 | 4.33 | [Adversarial Examples Are A Natural Consequence Of Test Error In Noise](https://openreview.net/forum?id=S1xoy3CcYX) | 4, 5, 4 | 0.47 | Reject |
| 1256 | 4.33 | [Wasserstein Proximal Of Gans](https://openreview.net/forum?id=Bye5OiR5F7) | 3, 6, 4 | 1.25 | Reject |
| 1257 | 4.33 | [From Adversarial Training To Generative Adversarial Networks](https://openreview.net/forum?id=ryxtE3C5Fm) | 3, 6, 4 | 1.25 | N/A |
| 1258 | 4.33 | [Adversarial Decomposition Of Text Representation](https://openreview.net/forum?id=SJzwb2RcK7) | 3, 6, 4 | 1.25 | N/A |
| 1259 | 4.33 | [Neuron Hierarchical Networks](https://openreview.net/forum?id=rylxrsR9Fm) | 5, 4, 4 | 0.47 | N/A |
| 1260 | 4.33 | [Sample Efficient Deep Neuroevolution In Low Dimensional Latent Space](https://openreview.net/forum?id=SkgE8sRcK7) | 4, 5, 4 | 0.47 | Reject |
| 1261 | 4.33 | [Downsampling Leads To Image Memorization In Convolutional Autoencoders](https://openreview.net/forum?id=ByGUFsAqYm) | 3, 5, 5 | 0.94 | Reject |
| 1262 | 4.33 | [Online Learning For Supervised Dimension Reduction](https://openreview.net/forum?id=B1MUroRct7) | 2, 5, 6 | 1.70 | Reject |
| 1263 | 4.33 | [Nice: Noise Injection And Clamping Estimation For Neural Network Quantization](https://openreview.net/forum?id=HyfyN30qt7) | 4, 5, 4 | 0.47 | Reject |
| 1264 | 4.33 | [Assessing Generalization In Deep Reinforcement Learning](https://openreview.net/forum?id=rylKB3A9Fm) | 3, 5, 5 | 0.94 | Reject |
| 1265 | 4.33 | [Do Language Models Have Common Sense?](https://openreview.net/forum?id=rkgfWh0qKX) | 5, 4, 4 | 0.47 | Reject |
| 1266 | 4.33 | [Efficient Convolutional Neural Network Training With Direct Feedback Alignment](https://openreview.net/forum?id=BkGiPoC5FX) | 4, 4, 5 | 0.47 | Reject |
| 1267 | 4.33 | [Q-map: A Convolutional Approach For Goal-oriented Reinforcement Learning](https://openreview.net/forum?id=rye7XnRqFm) | 5, 4, 4 | 0.47 | Reject |
| 1268 | 4.33 | [Deep Ensemble Bayesian Active Learning : Adressing The Mode Collapse Issue In Monte Carlo Dropout Via Ensembles](https://openreview.net/forum?id=Byx93sC9tm) | 4, 4, 5 | 0.47 | Reject |
| 1269 | 4.33 | [Salsa-text : Self Attentive Latent Space Based Adversarial Text Generation](https://openreview.net/forum?id=B1liWh09F7) | 4, 4, 5 | 0.47 | N/A |
| 1270 | 4.33 | [Pie: Pseudo-invertible Encoder](https://openreview.net/forum?id=SkgiX2Aqtm) | 3, 5, 5 | 0.94 | Reject |
| 1271 | 4.33 | [On Inductive Biases In Deep Reinforcement Learning](https://openreview.net/forum?id=rJgvf3RcFQ) | 3, 3, 7 | 1.89 | Reject |
| 1272 | 4.33 | [Na](https://openreview.net/forum?id=SkgD4jAcYX) | 5, 4, 4 | 0.47 | N/A |
| 1273 | 4.33 | [Dvolver: Efficient Pareto-optimal Neural Network Architecture Search](https://openreview.net/forum?id=Bkf1tjR9KQ) | 4, 5, 4 | 0.47 | Reject |
| 1274 | 4.33 | [Dual Learning: Theoretical Study And Algorithmic Extensions](https://openreview.net/forum?id=HyMxAi05Km) | 6, 2, 5 | 1.70 | Reject |
| 1275 | 4.33 | [Gradient-based Learning For F-measure And Other Performance Metrics](https://openreview.net/forum?id=H1zxjsCqKQ) | 5, 3, 5 | 0.94 | Reject |
| 1276 | 4.33 | [Robust Text Classifier On Test-time Budgets](https://openreview.net/forum?id=H1xLsjAqtX) | 4, 4, 5 | 0.47 | N/A |
| 1277 | 4.33 | [Recycling The Discriminator For Improving The Inference Mapping Of Gan](https://openreview.net/forum?id=HkgnpiR9Y7) | 3, 3, 7 | 1.89 | Reject |
| 1278 | 4.33 | [Shamann: Shared Memory Augmented Neural Networks](https://openreview.net/forum?id=BJeWOi09FQ) | 4, 5, 4 | 0.47 | Reject |
| 1279 | 4.33 | [Recovering The Lowest Layer Of Deep Networks With High Threshold Activations](https://openreview.net/forum?id=BkgFqiAqFX) | 4, 5, 4 | 0.47 | Reject |
| 1280 | 4.33 | [Exploration By Uncertainty In Reward Space](https://openreview.net/forum?id=Sye2doC9tX) | 5, 5, 3 | 0.94 | Reject |
| 1281 | 4.33 | [Modulated Variational Auto-encoders For Many-to-many Musical Timbre Transfer](https://openreview.net/forum?id=HJgOl3AqY7) | 5, 5, 3 | 0.94 | Reject |
| 1282 | 4.33 | [On Generalization Bounds Of A Family Of Recurrent Neural Networks](https://openreview.net/forum?id=Skf-oo0qt7) | 4, 6, 3 | 1.25 | Reject |
| 1283 | 4.33 | [Feature Matters: A Stage-by-stage Approach For Task Independent Knowledge Transfer](https://openreview.net/forum?id=rJegl2C9K7) | 5, 4, 4 | 0.47 | N/A |
| 1284 | 4.33 | [Sentence Encoding With Tree-constrained Relation Networks](https://openreview.net/forum?id=rJxXDsCqYX) | 3, 5, 5 | 0.94 | Reject |
| 1285 | 4.25 | [A Priori Estimates Of The Generalization Error For Two-layer Neural Networks](https://openreview.net/forum?id=Sklqvo0qt7) | 4, 4, 4, 5 | 0.43 | Reject |
| 1286 | 4.25 | [Understanding The Asymptotic Performance Of Model-based Rl Methods](https://openreview.net/forum?id=B1g29oAqtm) | 5, 6, 4, 2 | 1.48 | Reject |
| 1287 | 4.25 | [Discovering General-purpose Active Learning Strategies](https://openreview.net/forum?id=HJxfm2CqKm) | 5, 4, 4, 4 | 0.43 | Reject |
| 1288 | 4.25 | [On Meaning-preserving Adversarial Perturbations For Sequence-to-sequence Models](https://openreview.net/forum?id=BylkG20qYm) | 4, 4, 3, 6 | 1.09 | Reject |
| 1289 | 4.25 | [Characterizing The Accuracy/complexity Landscape Of Explanations Of Deep Networks Through Knowledge Extraction](https://openreview.net/forum?id=ByEtPiAcY7) | 4, 4, 4, 5 | 0.43 | Reject |
| 1290 | 4.25 | [Countdown Regression: Sharp And Calibrated Survival Predictions](https://openreview.net/forum?id=Bkx8OiRcYX) | 4, 4, 4, 5 | 0.43 | Reject |
| 1291 | 4.00 | [Neural Regression Tree](https://openreview.net/forum?id=H1lFZnR5YX) | 5, 3, 4 | 0.82 | Reject |
| 1292 | 4.00 | [The Effectiveness Of Layer-by-layer Training Using The Information Bottleneck Principle](https://openreview.net/forum?id=r1Nb5i05tX) | 5, 2, 5 | 1.41 | Reject |
| 1293 | 4.00 | [S-system, Geometry, Learning, And Optimization: A Theory Of Neural Networks](https://openreview.net/forum?id=HyxUIj09KX) | 4, 4 | 0.00 | Reject |
| 1294 | 4.00 | [Learning Latent Semantic Representation From Pre-defined Generative Model](https://openreview.net/forum?id=Hyg1Ls0cKQ) | 5, 3, 4 | 0.82 | Reject |
| 1295 | 4.00 | [Fatty And Skinny: A Joint Training Method Of Watermark Encoder And Decoder](https://openreview.net/forum?id=ryfDoiR5Ym) | 4, 4, 4 | 0.00 | N/A |
| 1296 | 4.00 | [Reconciling Feature-reuse And Overfitting In Densenet With Specialized Dropout](https://openreview.net/forum?id=r1gOe209t7) | 5, 3, 4 | 0.82 | Reject |
| 1297 | 4.00 | [Functional Bayesian Neural Networks For Model Uncertainty Quantification](https://openreview.net/forum?id=SJxFN3RcFX) | 3, 4, 5 | 0.82 | Reject |
| 1298 | 4.00 | [Empirically Characterizing Overparameterization Impact On Convergence](https://openreview.net/forum?id=S1lPShAqFm) | 5, 4, 3 | 0.82 | Reject |
| 1299 | 4.00 | [Exploration Using Distributional Rl And Ucb](https://openreview.net/forum?id=S1fNJhRqFX) | 4, 4, 4 | 0.00 | N/A |
| 1300 | 4.00 | [Revisting Negative Transfer Using Adversarial Learning](https://openreview.net/forum?id=HJgJS30qtm) | 4, 2, 6 | 1.63 | Reject |
| 1301 | 4.00 | [Distilled Agent Dqn For Provable Adversarial Robustness](https://openreview.net/forum?id=ryeAy3AqYm) | 5, 3, 4 | 0.82 | Reject |
| 1302 | 4.00 | [Reinforced Pipeline Optimization: Behaving Optimally With Non-differentiabilities](https://openreview.net/forum?id=ryM07h0cYX) | 4, 5, 3 | 0.82 | Reject |
| 1303 | 4.00 | [Generalized Capsule Networks With Trainable Routing Procedure](https://openreview.net/forum?id=HylKJhCcKm) | 5, 3, 4 | 0.82 | Reject |
| 1304 | 4.00 | [Learning From Noisy Demonstration Sets Via Meta-learned Suitability Assessor](https://openreview.net/forum?id=rkxkHnA5tX) | 4, 4, 4 | 0.00 | Reject |
| 1305 | 4.00 | [Latent Domain Transfer: Crossing Modalities With Bridging Autoencoders](https://openreview.net/forum?id=r1xrb3CqtQ) | 4, 4, 4 | 0.00 | Reject |
| 1306 | 4.00 | [Complexity Of Training Relu Neural Networks](https://openreview.net/forum?id=HyVbhi0cYX) | 3, 5, 4 | 0.82 | Reject |
| 1307 | 4.00 | [Learning To Search Efficient Densenet With Layer-wise Pruning](https://openreview.net/forum?id=r1fWmnR5tm) | 4, 4, 4 | 0.00 | Reject |
| 1308 | 4.00 | [Conditional Inference In Pre-trained Variational Autoencoders Via Cross-coding](https://openreview.net/forum?id=ByxLl309Ym) | 4, 4, 4 | 0.00 | Reject |
| 1309 | 4.00 | [The Wisdom Of The Crowd: Reliable Deep Reinforcement Learning Through Ensembles Of Q-functions](https://openreview.net/forum?id=H1gupiC5KQ) | 4, 5, 3 | 0.82 | Reject |
| 1310 | 4.00 | [Guaranteed Recovery Of One-hidden-layer Neural Networks Via Cross Entropy](https://openreview.net/forum?id=HJlfAo09KX) | 3, 4, 5 | 0.82 | Reject |
| 1311 | 4.00 | [D2ke: From Distance To Kernel And Embedding Via Random Features For Structured Inputs](https://openreview.net/forum?id=HyldojC9t7) | 4, 3, 5 | 0.82 | N/A |
| 1312 | 4.00 | [Graph Generation Via Scattering](https://openreview.net/forum?id=HyxSBh09t7) | 4, 4, 4 | 0.00 | Reject |
| 1313 | 4.00 | [Classification Of Building Noise Type/position Via Supervised Learning](https://openreview.net/forum?id=HkxzDiAcK7) | 4, 4, 4 | 0.00 | N/A |
| 1314 | 4.00 | [Explaining Neural Networks Semantically And Quantitatively](https://openreview.net/forum?id=SJfWKsC5K7) | 4, 4, 4 | 0.00 | N/A |
| 1315 | 4.00 | [Look Ma, No Gans! Image Transformation With Modifae](https://openreview.net/forum?id=B1ethsR9Ym) | 3, 4, 5 | 0.82 | Reject |
| 1316 | 4.00 | [The Forward-backward Embedding Of Directed Graphs](https://openreview.net/forum?id=S1E64jC5tm) | 5, 3, 4 | 0.82 | Reject |
| 1317 | 4.00 | [Efficient Exploration Through Bayesian Deep Q-networks](https://openreview.net/forum?id=B1e7hs05Km) | 6, 4, 4, 2 | 1.41 | Reject |
| 1318 | 4.00 | [Hc-net: Memory-based Incremental Dual-network System For Continual Learning](https://openreview.net/forum?id=rJgz8sA5F7) | 4, 4, 4 | 0.00 | Reject |
| 1319 | 4.00 | [Multi-task Learning For Semantic Parsing With Cross-domain Sketch](https://openreview.net/forum?id=r1fO8oC9Y7) | 3, 4, 5 | 0.82 | Reject |
| 1320 | 4.00 | [Rnns With Private And Shared Representations For Semi-supervised Sequence Learning](https://openreview.net/forum?id=r1lcM3AcKm) | 3, 5, 4 | 0.82 | N/A |
| 1321 | 4.00 | [Na](https://openreview.net/forum?id=B1GRtj05t7) | 6, 2, 4 | 1.63 | N/A |
| 1322 | 4.00 | [The Missing Ingredient In Zero-shot Neural Machine Translation](https://openreview.net/forum?id=ByWMz305FQ) | 5, 4, 3 | 0.82 | N/A |
| 1323 | 4.00 | [Evading Defenses To Transferable Adversarial Examples By Mitigating Attention Shift](https://openreview.net/forum?id=BJzVUj0qtQ) | 4, 4, 4 | 0.00 | N/A |
| 1324 | 4.00 | [Applications Of Gaussian Processes In Finance](https://openreview.net/forum?id=ryEquiR9KX) | 4, 5, 3 | 0.82 | N/A |
| 1325 | 4.00 | [Evaluating Gans Via Duality](https://openreview.net/forum?id=Syeben09FQ) | 4, 3, 5 | 0.82 | Reject |
| 1326 | 4.00 | [Neural Network Cost Landscapes As Quantum States](https://openreview.net/forum?id=SyxvSiCcFQ) | 5, 3, 4 | 0.82 | Reject |
| 1327 | 4.00 | [Deep Adversarial Forward Model](https://openreview.net/forum?id=SkGH2oRcYX) | 4, 4, 4 | 0.00 | Reject |
| 1328 | 4.00 | [In Search Of Theoretically Grounded Pruning](https://openreview.net/forum?id=SkfQAiA9YX) | 4, 3, 5 | 0.82 | N/A |
| 1329 | 4.00 | [Mol-cyclegan - A Generative Model For Molecular Optimization](https://openreview.net/forum?id=BklKFo09YX) | 4, 4, 4 | 0.00 | Reject |
| 1330 | 4.00 | [Overlapping Community Detection With Graph Neural Networks](https://openreview.net/forum?id=HklQxnC5tX) | 5, 3, 4 | 0.82 | Reject |
| 1331 | 4.00 | [Chaingan: A Sequential Approach To Gans](https://openreview.net/forum?id=r1gVqsA9tQ) | 4, 4, 4 | 0.00 | Reject |
| 1332 | 4.00 | [Constraining Action Sequences With Formal Languages For Deep Reinforcement Learning](https://openreview.net/forum?id=ByezgnA5tm) | 5, 3, 4 | 0.82 | Reject |
| 1333 | 4.00 | [Trajectory Vae For Multi-modal Imitation](https://openreview.net/forum?id=Byx1VnR9K7) | 4, 4, 4 | 0.00 | Reject |
| 1334 | 4.00 | [Improving Machine Classification Using Human Uncertainty Measurements](https://openreview.net/forum?id=rJl8BhRqF7) | 6, 3, 3 | 1.41 | Reject |
| 1335 | 4.00 | [Differentially Private Federated Learning: A Client Level Perspective](https://openreview.net/forum?id=SkVRTj0cYQ) | 4, 4, 4 | 0.00 | Reject |
| 1336 | 4.00 | [N/a](https://openreview.net/forum?id=r1xce3ActX) | 4, 5, 3 | 0.82 | N/A |
| 1337 | 4.00 | [Exploiting Invariant Structures For Compression In Neural Networks](https://openreview.net/forum?id=rkl85oRqYX) | 4, 4, 4 | 0.00 | N/A |
| 1338 | 4.00 | [Continual Learning Via Explicit Structure Learning](https://openreview.net/forum?id=ryxsS3A5Km) | 4, 4, 4 | 0.00 | Reject |
| 1339 | 4.00 | [Difference-seeking Generative Adversarial Network](https://openreview.net/forum?id=ryxDUs05KQ) | 5, 4, 3 | 0.82 | Reject |
| 1340 | 4.00 | [Assumption Questioning: Latent Copying And Reward Exploitation In Question Generation](https://openreview.net/forum?id=r1lM_sA5Fm) | 4, 3, 5 | 0.82 | Reject |
| 1341 | 4.00 | [Second-order Adversarial Attack And Certifiable Robustness](https://openreview.net/forum?id=SyxaYsAqY7) | 4, 5, 3 | 0.82 | Reject |
| 1342 | 4.00 | [A Multi-modal One-class Generative Adversarial Network For Anomaly Detection In Manufacturing](https://openreview.net/forum?id=HJl1ujCct7) | 3, 4, 5 | 0.82 | Reject |
| 1343 | 4.00 | [Deep Generative Models For Learning Coherent Latent Representations From Multi-modal Data](https://openreview.net/forum?id=rJl8FoRcY7) | 4, 4, 4 | 0.00 | Reject |
| 1344 | 4.00 | [Sequenced-replacement Sampling For Deep Learning](https://openreview.net/forum?id=BJlVhsA5KX) | 3, 5, 4 | 0.82 | Reject |
| 1345 | 4.00 | [Sample-efficient Policy Learning In Multi-agent Reinforcement Learning Via Meta-learning](https://openreview.net/forum?id=r1fiFs09YX) | 4, 4, 4 | 0.00 | Reject |
| 1346 | 4.00 | [Overfitting Detection Of Deep Neural Networks Without A Hold Out Set](https://openreview.net/forum?id=B1lKtjA9FQ) | 4, 5, 3 | 0.82 | Reject |
| 1347 | 4.00 | [On The Selection Of Initialization And Activation Function For Deep Neural Networks](https://openreview.net/forum?id=H1lJws05K7) | 3, 4, 5 | 0.82 | Reject |
| 1348 | 4.00 | [Constrained Bayesian Optimization For Automatic Chemical Design](https://openreview.net/forum?id=HJMXTsCqYQ) | 3, 4, 5 | 0.82 | Reject |
| 1349 | 4.00 | [Dual Importance Weight Gan](https://openreview.net/forum?id=rkl5CjC9Fm) | 4, 3, 5 | 0.82 | N/A |
| 1350 | 4.00 | [Robustness And Equivariance Of Neural Networks](https://openreview.net/forum?id=Ske25sC9FQ) | 3, 4, 5 | 0.82 | Reject |
| 1351 | 4.00 | [Incremental Hierarchical Reinforcement Learning With Multitask Lmdps](https://openreview.net/forum?id=Hye6uoC9tm) | 3, 4, 5 | 0.82 | Reject |
| 1352 | 4.00 | [Cosine Similarity-based Adversarial Process](https://openreview.net/forum?id=S1eL8i0cFm) | 4, 3, 5 | 0.82 | N/A |
| 1353 | 4.00 | [Training Hard-threshold Networks With Combinatorial Search In A Discrete Target Propagation Setting](https://openreview.net/forum?id=rkeX-3Rqtm) | 3, 4, 5 | 0.82 | Reject |
| 1354 | 4.00 | [On The Use Of Convolutional Auto-encoder For Incremental Classifier Learning In Context Aware Advertisement](https://openreview.net/forum?id=rJeEqiC5KQ) | 5, 4, 3 | 0.82 | Reject |
| 1355 | 4.00 | [Exploration Of Efficient On-device Acoustic Modeling With Neural Networks](https://openreview.net/forum?id=BJleciCcKQ) | 4, 4, 4 | 0.00 | Reject |
| 1356 | 4.00 | [Microgan: Promoting Variety Through Microbatch Discrimination](https://openreview.net/forum?id=BklMYjC9FQ) | 3, 3, 6 | 1.41 | Reject |
| 1357 | 4.00 | [Better Accuracy With Quantified Privacy: Representations Learned Via Reconstructive Adversarial Network](https://openreview.net/forum?id=BJesDsA9t7) | 4, 5, 3 | 0.82 | Reject |
| 1358 | 4.00 | [Merci: A New Metric To Evaluate The Correlation Between Predictive Uncertainty And True Error](https://openreview.net/forum?id=ryG8UsR5t7) | 4, 5, 3 | 0.82 | Reject |
| 1359 | 4.00 | [Deep Processing Of Structured Data](https://openreview.net/forum?id=Hke8Do0cF7) | 4, 4, 4 | 0.00 | Reject |
| 1360 | 4.00 | [Iterative Binary Decisions](https://openreview.net/forum?id=HJxUX2C9Ym) | 4, 4, 4 | 0.00 | N/A |
| 1361 | 4.00 | [Understanding Opportunities For Efficiency In Single-image Super Resolution Networks](https://openreview.net/forum?id=BkgGmh09FQ) | 4, 5, 3 | 0.82 | Reject |
| 1362 | 4.00 | [Unsupervised Convolutional Neural Networks For Accurate Video Frame Interpolation With Integration Of Motion Components](https://openreview.net/forum?id=HklmIsC9Y7) | 3, 5, 4 | 0.82 | N/A |
| 1363 | 4.00 | [Learning Representations In Model-free Hierarchical Reinforcement Learning](https://openreview.net/forum?id=S1gDCiCqtQ) | 5, 4, 3 | 0.82 | Reject |
| 1364 | 4.00 | [Accidental Exploration Through Value Predictors](https://openreview.net/forum?id=S1llBiR5YX) | 4, 5, 3 | 0.82 | Reject |
| 1365 | 4.00 | [Language Modeling With Graph Temporal Convolutional Networks](https://openreview.net/forum?id=HJlYzhR9tm) | 4, 4, 4 | 0.00 | Reject |
| 1366 | 4.00 | [Overcoming Catastrophic Forgetting Through Weight Consolidation And Long-term Memory](https://openreview.net/forum?id=BJlSHsAcK7) | 4, 4, 4 | 0.00 | Reject |
| 1367 | 4.00 | [Modular Deep Probabilistic Programming](https://openreview.net/forum?id=B1xnPsA5KX) | 3, 4, 5 | 0.82 | Reject |
| 1368 | 4.00 | [Relational Graph Attention Networks](https://openreview.net/forum?id=Bklzkh0qFm) | 4, 4, 4 | 0.00 | Reject |
| 1369 | 4.00 | [Towards More Theoretically-grounded Particle Optimization Sampling For Deep Learning](https://openreview.net/forum?id=r1espiA9YQ) | 5, 4, 3 | 0.82 | Reject |
| 1370 | 4.00 | [Layerwise Recurrent Autoencoder For General Real-world Traffic Flow Forecasting](https://openreview.net/forum?id=ryzfcoR5YQ) | 4, 5, 3 | 0.82 | Reject |
| 1371 | 4.00 | [Activity Regularization For Continual Learning](https://openreview.net/forum?id=S1G_cj05YQ) | 4, 4, 4 | 0.00 | Reject |
| 1372 | 4.00 | [Dynamic Pricing On E-commerce Platform With Deep Reinforcement Learning](https://openreview.net/forum?id=HJMRvsAcK7) | 4, 4, 4 | 0.00 | Reject |
| 1373 | 4.00 | [Defactor: Differentiable Edge Factorization-based Probabilistic Graph Generation](https://openreview.net/forum?id=Bygre3R9Fm) | 3, 5, 4 | 0.82 | Reject |
| 1374 | 4.00 | [Data Poisoning Attack Against Unsupervised Node Embedding Methods](https://openreview.net/forum?id=HyxyV209Y7) | 4, 4, 4 | 0.00 | N/A |
| 1375 | 4.00 | [Distributionally Robust Optimization Leads To Better Generalization: On Sgd And Beyond](https://openreview.net/forum?id=S1fDssA5Y7) | 3, 4, 5 | 0.82 | Reject |
| 1376 | 4.00 | [Uainets: From Unsupervised To Active Deep Anomaly Detection](https://openreview.net/forum?id=HJex0o05F7) | 4, 5, 3 | 0.82 | Reject |
| 1377 | 4.00 | [Implicit Maximum Likelihood Estimation](https://openreview.net/forum?id=rygunsAqYQ) | 4, 3, 5 | 0.82 | Reject |
| 1378 | 4.00 | [Prob2vec: Mathematical Semantic Embedding For Problem Retrieval In Adaptive Tutoring](https://openreview.net/forum?id=SJl8gnAqtX) | 3, 5, 4 | 0.82 | Reject |
| 1379 | 4.00 | [Hyper-regularization: An Adaptive Choice For The Learning Rate In Gradient Descent](https://openreview.net/forum?id=S1e_ssC5F7) | 4, 4, 4 | 0.00 | Reject |
| 1380 | 4.00 | [A Teacher Student Network For Faster Video Classification](https://openreview.net/forum?id=H1GWAoRcKX) | 4, 4, 4 | 0.00 | N/A |
| 1381 | 4.00 | [Deepström Networks](https://openreview.net/forum?id=BJlSQnR5t7) | 4, 5, 3 | 0.82 | N/A |
| 1382 | 4.00 | [Universal Discriminative Quantum Neural Networks](https://openreview.net/forum?id=r1lgm3C5t7) | 5, 5, 2 | 1.41 | Reject |
| 1383 | 4.00 | [Morpho-mnist: Quantitative Assessment And Diagnostics For Representation Learning](https://openreview.net/forum?id=r1esnoAqt7) | 3, 5, 4 | 0.82 | Reject |
| 1384 | 4.00 | [Uncertainty-guided Lifelong Learning In Bayesian Networks](https://openreview.net/forum?id=SJMBM2RqKQ) | 4, 4, 4 | 0.00 | Reject |
| 1385 | 4.00 | [Distinguishability Of Adversarial Examples](https://openreview.net/forum?id=r1glehC5tQ) | 4, 4, 4 | 0.00 | Reject |
| 1386 | 4.00 | [Pearl: Prototype Learning Via Rule Lists](https://openreview.net/forum?id=r1gnQ20qYX) | 5, 3, 4 | 0.82 | Reject |
| 1387 | 4.00 | [Nuts: Network For Unsupervised Telegraphic Summarization](https://openreview.net/forum?id=rkGcYi09Km) | 4, 4, 4 | 0.00 | Reject |
| 1388 | 4.00 | [Unsupervised Exploration With Deep Model-based Reinforcement Learning](https://openreview.net/forum?id=B1xU4nAqK7) | 4, 4, 4 | 0.00 | Reject |
| 1389 | 4.00 | [Adversarial Attacks For Optical Flow-based Action Recognition Classifiers](https://openreview.net/forum?id=SkghBoR5FX) | 4, 3, 5 | 0.82 | Reject |
| 1390 | 4.00 | [Found By Nemo: Unsupervised Object Detection From Negative Examples And Motion](https://openreview.net/forum?id=Byl9bhA5F7) | 5, 3, 4 | 0.82 | N/A |
| 1391 | 4.00 | [On The Statistical And Information Theoretical Characteristics Of Dnn Representations](https://openreview.net/forum?id=ryeyti0qKX) | 5, 4, 3 | 0.82 | Reject |
| 1392 | 4.00 | [Decoupling Feature Extraction From Policy Learning: Assessing Benefits Of State Representation Learning In Goal Based Robotics](https://openreview.net/forum?id=Hkl-di09FQ) | 5, 3, 4 | 0.82 | Reject |
| 1393 | 4.00 | [Ain't Nobody Got Time For Coding: Structure-aware Program Synthesis From Natural Language](https://openreview.net/forum?id=BJe-Sn0ctm) | 4, 4, 4 | 0.00 | Reject |
| 1394 | 4.00 | [On The Trajectory Of Stochastic Gradient Descent In The Information Plane](https://openreview.net/forum?id=SkMON20ctX) | 4, 6, 2 | 1.63 | Reject |
| 1395 | 4.00 | [Polar Prototype Networks](https://openreview.net/forum?id=Syx4_iCqKQ) | 5, 3, 4 | 0.82 | Reject |
| 1396 | 3.75 | [The Body Is Not A Given: Joint Agent Policy Learning And Morphology Evolution](https://openreview.net/forum?id=BJgWl3A5YX) | 4, 4, 3, 4 | 0.43 | N/A |
| 1397 | 3.75 | [Lsh Microbatches For Stochastic Gradients: Value In Rearrangement](https://openreview.net/forum?id=r1erRoCqtX) | 4, 4, 3, 4 | 0.43 | Reject |
| 1398 | 3.67 | [Fake Sentence Detection As A Training Task For Sentence Encoding](https://openreview.net/forum?id=B1xFVhActm) | 5, 3, 3 | 0.94 | Reject |
| 1399 | 3.67 | [Inhibited Softmax For Uncertainty Estimation In Neural Networks](https://openreview.net/forum?id=rJxA-h05KQ) | 4, 4, 3 | 0.47 | N/A |
| 1400 | 3.67 | [Parametrizing Fully Convolutional Nets With A Single High-order Tensor](https://openreview.net/forum?id=Syfe2iR5FQ) | 4, 3, 4 | 0.47 | N/A |
| 1401 | 3.67 | [A Walk With Sgd: How Sgd Explores Regions Of Deep Network Loss?](https://openreview.net/forum?id=B1l6e3RcF7) | 4, 4, 3 | 0.47 | Reject |
| 1402 | 3.67 | [Interpretable Convolutional Filter Pruning](https://openreview.net/forum?id=BJ4BVhRcYX) | 4, 4, 3 | 0.47 | Reject |
| 1403 | 3.67 | [A Fully Automated Periodicity Detection In Time Series](https://openreview.net/forum?id=HJMCdsC5tX) | 3, 5, 3 | 0.94 | Reject |
| 1404 | 3.67 | [Geometric Augmentation For Robust Neural Network Classifiers](https://openreview.net/forum?id=BJeapjA5FX) | 4, 4, 3 | 0.47 | Reject |
| 1405 | 3.67 | [Optimized Gated Deep Learning Architectures For Sensor Fusion](https://openreview.net/forum?id=Syeil309tX) | 4, 4, 3 | 0.47 | Reject |
| 1406 | 3.67 | [Graph Spectral Regularization For Neural Network Interpretability](https://openreview.net/forum?id=B1lnjo05Km) | 4, 3, 4 | 0.47 | Reject |
| 1407 | 3.67 | [Synthnet: Learning Synthesizers End-to-end](https://openreview.net/forum?id=H1lUOsA9Fm) | 4, 4, 3 | 0.47 | Reject |
| 1408 | 3.67 | [Question Generation Using A Scratchpad Encoder](https://openreview.net/forum?id=HklAhi09Y7) | 4, 3, 4 | 0.47 | Reject |
| 1409 | 3.67 | [Spectral Convolutional Networks On Hierarchical Multigraphs](https://openreview.net/forum?id=ryxsCiAqKm) | 4, 3, 4 | 0.47 | N/A |
| 1410 | 3.67 | [Feature Transformers: A Unified Representation Learning Framework For Lifelong Learning](https://openreview.net/forum?id=BJfvAoC9YQ) | 4, 3, 4 | 0.47 | Reject |
| 1411 | 3.67 | [Learning Robust, Transferable Sentence Representations For Text Classification](https://openreview.net/forum?id=Sye8S209KX) | 4, 3, 4 | 0.47 | N/A |
| 1412 | 3.67 | [Using Deep Siamese Neural Networks To Speed Up Natural Products Research](https://openreview.net/forum?id=B1ggosR9Ym) | 4, 3, 4 | 0.47 | Reject |
| 1413 | 3.67 | [Unsupervised Video-to-video Translation](https://openreview.net/forum?id=SkgKzh0cY7) | 3, 4, 4 | 0.47 | Reject |
| 1414 | 3.67 | [Bilingual-gan: Neural Text Generation And Neural Machine Translation As Two Sides Of The Same Coin](https://openreview.net/forum?id=BJgAfh09tm) | 3, 4, 4 | 0.47 | N/A |
| 1415 | 3.67 | [Optimizing For Generalization In Machine Learning With Cross-validation Gradients](https://openreview.net/forum?id=rJlMBjAcYX) | 5, 2, 4 | 1.25 | Reject |
| 1416 | 3.67 | [Radial Basis Feature Transformation To Arm Cnns Against Adversarial Attacks](https://openreview.net/forum?id=Hklgis0cF7) | 4, 4, 3 | 0.47 | Reject |
| 1417 | 3.67 | [Feature Attribution As Feature Selection](https://openreview.net/forum?id=H1lS8oA5YQ) | 4, 4, 3 | 0.47 | Reject |
| 1418 | 3.67 | [Filter Training And Maximum Response: Classification Via Discerning](https://openreview.net/forum?id=r1gKNs0qYX) | 2, 3, 6 | 1.70 | Reject |
| 1419 | 3.67 | [Unsupervised Monocular Depth Estimation With Clear Boundaries](https://openreview.net/forum?id=H1fs4oRqKm) | 4, 4, 3 | 0.47 | N/A |
| 1420 | 3.67 | [Beyond Games: Bringing Exploration To Robots In Real-world](https://openreview.net/forum?id=SkzeJ3A9F7) | 3, 3, 5 | 0.94 | Reject |
| 1421 | 3.67 | [Withdrawn](https://openreview.net/forum?id=HkGb-3C5t7) | 4, 4, 3 | 0.47 | N/A |
| 1422 | 3.67 | [Prior Networks For Detection Of Adversarial Attacks](https://openreview.net/forum?id=H1gh_sC9tm) | 3, 4, 4 | 0.47 | Reject |
| 1423 | 3.67 | [Accelerating First Order Optimization Algorithms](https://openreview.net/forum?id=SkgCV205tQ) | 3, 4, 4 | 0.47 | Reject |
| 1424 | 3.67 | [Mixture Of Pre-processing Experts Model For Noise Robust Deep Learning On Resource Constrained Platforms](https://openreview.net/forum?id=BygmRoA9YQ) | 3, 4, 4 | 0.47 | Reject |
| 1425 | 3.67 | [Text Embeddings For Retrieval From A Large Knowledge Base](https://openreview.net/forum?id=HyleYiC9FX) | 3, 3, 5 | 0.94 | Reject |
| 1426 | 3.67 | [Discrete Structural Planning For Generating Diverse Translations](https://openreview.net/forum?id=SJG1wjRqFQ) | 2, 4, 5 | 1.25 | Reject |
| 1427 | 3.67 | [Structured Prediction Using Cgans With Fusion Discriminator](https://openreview.net/forum?id=SJxfxnA9K7) | 5, 3, 3 | 0.94 | Reject |
| 1428 | 3.67 | [Na](https://openreview.net/forum?id=HJgHwi0ctm) | 4, 4, 3 | 0.47 | N/A |
| 1429 | 3.67 | [Normalization Gradients Are Least-squares Residuals](https://openreview.net/forum?id=BkMq0oRqFQ) | 4, 4, 3 | 0.47 | Reject |
| 1430 | 3.67 | [Deep Hierarchical Model For Hierarchical Selective Classification And Zero Shot Learning](https://openreview.net/forum?id=ByxkCj09Fm) | 4, 5, 2 | 1.25 | Reject |
| 1431 | 3.67 | [Graph Learning Network: A Structure Learning Algorithm](https://openreview.net/forum?id=HylRk2A5FQ) | 4, 3, 4 | 0.47 | Reject |
| 1432 | 3.67 | [Quantile Regression Reinforcement Learning With State Aligned Vector Rewards](https://openreview.net/forum?id=r1lFYoRcFm) | 4, 3, 4 | 0.47 | N/A |
| 1433 | 3.67 | [Towards The Latent Transcriptome](https://openreview.net/forum?id=B1eKk2CcKm) | 4, 2, 5 | 1.25 | Reject |
| 1434 | 3.67 | [Explaining Alphago: Interpreting Contextual Effects In Neural Networks](https://openreview.net/forum?id=rJGgFjA9FQ) | 3, 4, 4 | 0.47 | N/A |
| 1435 | 3.67 | [Dyncnn: An Effective Dynamic Architecture On Convolutional Neural Network For Surveillance Videos](https://openreview.net/forum?id=HyVxPsC9tm) | 3, 4, 4 | 0.47 | Reject |
| 1436 | 3.67 | [D-gan: Divergent Generative Adversarial Network For Positive Unlabeled Learning And Counter-examples Generation](https://openreview.net/forum?id=SJldZ2RqFX) | 3, 5, 3 | 0.94 | Reject |
| 1437 | 3.67 | [Using Word Embeddings To Explore The Learned Representations Of Convolutional Neural Networks](https://openreview.net/forum?id=HJedho0qFX) | 3, 4, 4 | 0.47 | Reject |
| 1438 | 3.67 | [Automatic Generation Of Object Shapes With Desired Functionalities](https://openreview.net/forum?id=B1x0enCcK7) | 5, 3, 3 | 0.94 | Reject |
| 1439 | 3.67 | [Delibgan: Coarse-to-fine Text Generation Via Adversarial Network](https://openreview.net/forum?id=SkMx_iC9K7) | 4, 3, 4 | 0.47 | Reject |
| 1440 | 3.67 | [Rethinking Self-driving : Multi -task Knowledge For Better Generalization And Accident Explanation Ability](https://openreview.net/forum?id=B14rPj0qY7) | 4, 4, 3 | 0.47 | Reject |
| 1441 | 3.67 | [Gradmix: Multi-source Transfer Across Domains And Tasks](https://openreview.net/forum?id=H1xL_iR9Km) | 5, 3, 3 | 0.94 | N/A |
| 1442 | 3.67 | [Polycnn: Learning Seed Convolutional Filters](https://openreview.net/forum?id=B1GHb2RqYX) | 3, 4, 4 | 0.47 | N/A |
| 1443 | 3.67 | [Why Do Neural Response Generation Models Prefer Universal Replies?](https://openreview.net/forum?id=H1eqviAqYX) | 3, 7, 1 | 2.49 | Reject |
| 1444 | 3.67 | [Residual Networks Classify Inputs Based On Their Neural Transient Dynamics](https://openreview.net/forum?id=Hkl84iCcFm) | 4, 2, 5 | 1.25 | Reject |
| 1445 | 3.67 | [Object-contrastive Networks: Unsupervised Object Representations](https://openreview.net/forum?id=B1g6XnCcKQ) | 3, 3, 5 | 0.94 | N/A |
| 1446 | 3.67 | [Latent Transformations For Object View Points Synthesis](https://openreview.net/forum?id=S1g6zn09tm) | 2, 4, 5 | 1.25 | N/A |
| 1447 | 3.67 | [An Attention-based Model For Learning Dynamic Interaction Networks](https://openreview.net/forum?id=rJEGwo0cFX) | 4, 3, 4 | 0.47 | N/A |
| 1448 | 3.67 | [Hierarchical Attention: What Really Counts In Various Nlp Tasks](https://openreview.net/forum?id=B1EjKsRqtQ) | 4, 3, 4 | 0.47 | Reject |
| 1449 | 3.67 | [Modeling Evolution Of Language Through Time With Neural Networks](https://openreview.net/forum?id=rylBZ305KQ) | 3, 4, 4 | 0.47 | N/A |
| 1450 | 3.67 | [Contextual Recurrent Convolutional Model For Robust Visual Learning](https://openreview.net/forum?id=HkzyX3CcFQ) | 4, 3, 4 | 0.47 | Reject |
| 1451 | 3.67 | [Generating Images From Sounds Using Multimodal Features And Gans](https://openreview.net/forum?id=SJxJtiRqt7) | 3, 4, 4 | 0.47 | Reject |
| 1452 | 3.67 | [Differentiable Greedy Networks](https://openreview.net/forum?id=r1GaAjRcF7) | 5, 2, 4 | 1.25 | N/A |
| 1453 | 3.67 | [Learning Agents With Prioritization And Parameter Noise In Continuous State And Action Space](https://openreview.net/forum?id=ryGiYoAqt7) | 3, 4, 4 | 0.47 | Reject |
| 1454 | 3.67 | [Optimization On Multiple Manifolds](https://openreview.net/forum?id=HJerDj05tQ) | 7, 1, 3 | 2.49 | Reject |
| 1455 | 3.67 | [Unsupervised One-to-many Image Translation](https://openreview.net/forum?id=B1GIQhCcYm) | 3, 4, 4 | 0.47 | Reject |
| 1456 | 3.67 | [Adversarially Robust Training Through Structured Gradient Regularization](https://openreview.net/forum?id=HyxBpoR5tm) | 4, 4, 3 | 0.47 | Reject |
| 1457 | 3.67 | [Distributed Deep Policy Gradient For Competitive Adversarial Environment](https://openreview.net/forum?id=rJlfzhA9Y7) | 4, 4, 3 | 0.47 | N/A |
| 1458 | 3.67 | [Diminishing Batch Normalization](https://openreview.net/forum?id=SkzK4iC5Ym) | 4, 3, 4 | 0.47 | Reject |
| 1459 | 3.67 | [Efficient Federated Learning Via Variational Dropout](https://openreview.net/forum?id=BkeAf2CqY7) | 4, 4, 3 | 0.47 | N/A |
| 1460 | 3.67 | [Pcnn: Environment Adaptive Model Without Finetuning](https://openreview.net/forum?id=S1eVe2AqKX) | 4, 3, 4 | 0.47 | Reject |
| 1461 | 3.67 | [Localized Random Projections Challenge Benchmarks For Bio-plausible Deep Learning](https://openreview.net/forum?id=SJeT_oRcY7) | 5, 3, 3 | 0.94 | Reject |
| 1462 | 3.67 | [Riemannian Stochastic Gradient Descent For Tensor-train Recurrent Neural Networks](https://openreview.net/forum?id=B1fPYj0qt7) | 4, 4, 3 | 0.47 | Reject |
| 1463 | 3.67 | [Imposing Category Trees Onto Word-embeddings Using A Geometric Construction](https://openreview.net/forum?id=rJlWOj0qF7) | 4, 4, 3 | 0.47 | Accept (Poster) |
| 1464 | 3.67 | [Few-shot Intent Inference Via Meta-inverse Reinforcement Learning](https://openreview.net/forum?id=SyeLno09Fm) | 3, 4, 4 | 0.47 | Reject |
| 1465 | 3.67 | [Controlling Over-generalization And Its Effect On Adversarial Examples Detection And Generation](https://openreview.net/forum?id=Skgge3R9FQ) | 4, 4, 3 | 0.47 | Reject |
| 1466 | 3.67 | [Image Score: How To Select Useful Samples](https://openreview.net/forum?id=HJeNIjA5Y7) | 4, 4, 3 | 0.47 | Reject |
| 1467 | 3.50 | [Bamboo: Ball-shape Data Augmentation Against Adversarial Attacks From All Directions](https://openreview.net/forum?id=H1zW13R5tm) | 4, 3 | 0.50 | N/A |
| 1468 | 3.50 | [Learning To Reinforcement Learn By Imitation](https://openreview.net/forum?id=HJG1Uo09Fm) | 4, 3, 2, 5 | 1.12 | Reject |
| 1469 | 3.50 | [Mctsbug: Generating Adversarial Text Sequences Via Monte Carlo Tree Search And Homoglyph Attack](https://openreview.net/forum?id=SJxiHnCqKQ) | 3, 4 | 0.50 | N/A |
| 1470 | 3.33 | [Major-minor Lstms For Word-level Language Model](https://openreview.net/forum?id=r1MVuoCctX) | 3, 4, 3 | 0.47 | N/A |
| 1471 | 3.33 | [Human Action Recognition Based On Spatial-temporal Attention](https://openreview.net/forum?id=Byx7LjRcYm) | 4, 3, 3 | 0.47 | Reject |
| 1472 | 3.33 | [Generative Model Based On Minimizing Exact Empirical Wasserstein Distance](https://openreview.net/forum?id=BJgTZ3C5FX) | 5, 2, 3 | 1.25 | Reject |
| 1473 | 3.33 | [Neural Network Regression With Beta, Dirichlet, And Dirichlet-multinomial Outputs](https://openreview.net/forum?id=BJeRg205Fm) | 3, 3, 4 | 0.47 | Reject |
| 1474 | 3.33 | [A Quantifiable Testing Of Global Translational Invariance In Convolutional And Capsule Networks](https://openreview.net/forum?id=SJlgOjAqYQ) | 3, 4, 3 | 0.47 | Reject |
| 1475 | 3.33 | [Na](https://openreview.net/forum?id=rylRgh0qK7) | 4, 5, 1 | 1.70 | N/A |
| 1476 | 3.33 | [Interpreting Layered Neural Networks Via Hierarchical Modular Representation](https://openreview.net/forum?id=Hyed4i05KX) | 4, 3, 3 | 0.47 | Reject |
| 1477 | 3.33 | [Attack Graph Convolutional Networks By Adding Fake Nodes](https://openreview.net/forum?id=rke8ZhCcFQ) | 4, 3, 3 | 0.47 | Reject |
| 1478 | 3.33 | [Visualizing And Understanding The Semantics Of Embedding Spaces Via Algebraic Formulae](https://openreview.net/forum?id=Skz3Q2CcFX) | 3, 3, 4 | 0.47 | Reject |
| 1479 | 3.33 | [Combining Adaptive Algorithms And Hypergradient Method: A Performance And Robustness Study](https://openreview.net/forum?id=rJgSV3AqKQ) | 3, 3, 4 | 0.47 | Reject |
| 1480 | 3.33 | [Logit Regularization Methods For Adversarial Robustness](https://openreview.net/forum?id=Bylj6oC5K7) | 3, 5, 2 | 1.25 | N/A |
| 1481 | 3.33 | [Linearizing Visual Processes With Deep Generative Models](https://openreview.net/forum?id=SkMPNoCcKQ) | 3, 3, 4 | 0.47 | N/A |
| 1482 | 3.33 | [Associate Normalization](https://openreview.net/forum?id=HkNN7nR5Ym) | 3, 5, 2 | 1.25 | N/A |
| 1483 | 3.33 | [Understanding And Improving Sequence-labeling Ner With Self-attentive Lstms](https://openreview.net/forum?id=rklNwjCcYm) | 3, 3, 4 | 0.47 | N/A |
| 1484 | 3.33 | [Step-wise Sensitivity Analysis: Identifying Partially Distributed Representations For Interpretable Deep Learning](https://openreview.net/forum?id=SyeBqsRctm) | 3, 4, 3 | 0.47 | Reject |
| 1485 | 3.33 | [Bigsage: Unsupervised Inductive Representation Learning Of Graph Via Bi-attended Sampling And Global-biased Aggregating](https://openreview.net/forum?id=SygxYoC5FX) | 2, 4, 4 | 0.94 | Reject |
| 1486 | 3.33 | [Learning Spatio-temporal Representations Using Spike-based Backpropagation](https://openreview.net/forum?id=BJxfJnC9YX) | 3, 4, 3 | 0.47 | N/A |
| 1487 | 3.33 | [Featurized Bidirectional Gan: Adversarial Defense Via Adversarially Learned Semantic Inference](https://openreview.net/forum?id=r1lpx3A9K7) | 3, 4, 3 | 0.47 | Reject |
| 1488 | 3.33 | [Iea: Inner Ensemble Average Within A Convolutional Neural Network](https://openreview.net/forum?id=BygANjA5FX) | 4, 2, 4 | 0.94 | Reject |
| 1489 | 3.33 | [Geometric Operator Convolutional Neural Network](https://openreview.net/forum?id=BkVvwj0qFm) | 2, 5, 3 | 1.25 | N/A |
| 1490 | 3.33 | [Neural Random Projections For Language Modelling](https://openreview.net/forum?id=BJlMcjC5K7) | 3, 4, 3 | 0.47 | Reject |
| 1491 | 3.33 | [Empirical Study Of Easy And Hard Examples In Cnn Training](https://openreview.net/forum?id=HJepJh0qKX) | 3, 4, 3 | 0.47 | Reject |
| 1492 | 3.33 | [Large-scale Classification Of Structured Objects Using A Crf With Deep Class Embedding](https://openreview.net/forum?id=BklAEsR5t7) | 3, 3, 4 | 0.47 | Reject |
| 1493 | 3.33 | [Non-synergistic Variational Autoencoders](https://openreview.net/forum?id=Skl3M20qYQ) | 3, 4, 3 | 0.47 | Reject |
| 1494 | 3.33 | [Detecting Topological Defects In 2d Active Nematics Using Convolutional Neural Networks](https://openreview.net/forum?id=HklVTi09tm) | 4, 4, 2 | 0.94 | Reject |
| 1495 | 3.33 | [Deconfounding Reinforcement Learning In Observational Settings](https://openreview.net/forum?id=ryxDjjCqtQ) | 4, 4, 2 | 0.94 | Reject |
| 1496 | 3.33 | [Learning Powerful Policies And Better Dynamics Models By Encouraging Consistency](https://openreview.net/forum?id=HJldzhA5tQ) | 3, 2, 5 | 1.25 | Reject |
| 1497 | 3.33 | [Offline Deep Models Calibration With Bayesian Neural Networks](https://openreview.net/forum?id=S1xjdoC9Fm) | 4, 3, 3 | 0.47 | Reject |
| 1498 | 3.33 | [She2: Stochastic Hamiltonian Exploration And Exploitation For Derivative-free Optimization](https://openreview.net/forum?id=rklEUjR5tm) | 4, 3, 3 | 0.47 | Reject |
| 1499 | 3.33 | [Gradient Acceleration In Activation Functions](https://openreview.net/forum?id=B1M9FjC5FQ) | 5, 2, 3 | 1.25 | Reject |
| 1500 | 3.33 | [Behavior Module In Neural Networks](https://openreview.net/forum?id=Syl6tjAqKX) | 3, 3, 4 | 0.47 | Reject |
| 1501 | 3.33 | [Learning And Data Selection In Big Datasets](https://openreview.net/forum?id=B1l8SsR9Fm) | 4, 3, 3 | 0.47 | N/A |
| 1502 | 3.33 | [Multi-scale Stacked Hourglass Network For Human Pose Estimation](https://openreview.net/forum?id=HkM3vjCcF7) | 3, 4, 3 | 0.47 | Reject |
| 1503 | 3.33 | [Neural Distribution Learning For Generalized Time-to-event Prediction](https://openreview.net/forum?id=SyG4RiR5Ym) | 4, 3, 3 | 0.47 | Reject |
| 1504 | 3.33 | [Encoder Discriminator Networks For Unsupervised Representation Learning](https://openreview.net/forum?id=HJEhIjA9tQ) | 3, 4, 3 | 0.47 | N/A |
| 1505 | 3.00 | [Hr-td: A Regularized Td Method To Avoid Over-generalization](https://openreview.net/forum?id=rylbWhC5Ym) | 4, 3, 2 | 0.82 | Reject |
| 1506 | 3.00 | [Spamhmm: Sparse Mixture Of Hidden Markov Models For Graph Connected Entities](https://openreview.net/forum?id=HJM4SjR5KQ) | 3, 3, 3 | 0.00 | N/A |
| 1507 | 3.00 | [Real-time Neural-based Input Method](https://openreview.net/forum?id=Ske6wiAcKQ) | 3, 3, 3 | 0.00 | Reject |
| 1508 | 3.00 | [Learn From Neighbour: A Curriculum That Train Low Weighted Samples By Imitating](https://openreview.net/forum?id=r1luCsCqFm) | 2, 3, 4 | 0.82 | Reject |
| 1509 | 3.00 | [Variational Autoencoders For Text Modeling Without Weakening The Decoder](https://openreview.net/forum?id=H1eZ6sRcFm) | 4, 1, 4 | 1.41 | N/A |
| 1510 | 3.00 | [An Exhaustive Analysis Of Lazy Vs. Eager Learning Methods For Real-estate Property Investment](https://openreview.net/forum?id=r1ge8sCqFX) | 3, 4, 2 | 0.82 | Reject |
| 1511 | 3.00 | [A Non-linear Theory For Sentence Embedding](https://openreview.net/forum?id=SJMZRsC9Y7) | 3, 3, 3 | 0.00 | Reject |
| 1512 | 3.00 | [Geometry Of Deep Convolutional Networks](https://openreview.net/forum?id=BJlaYi05tm) | 2, 4, 3 | 0.82 | N/A |
| 1513 | 3.00 | [Probabilistic Program Induction For Intuitive Physics Game Play](https://openreview.net/forum?id=HJMsiiRctX) | 3, 4, 2 | 0.82 | Reject |
| 1514 | 3.00 | [A Self-supervised Method For Mapping Human Instructions To Robot Policies](https://openreview.net/forum?id=BkgiM20cYX) | 4, 3, 2 | 0.82 | Reject |
| 1515 | 3.00 | [Mapping The Hyponymy Relation Of Wordnet Onto Vector Spaces](https://openreview.net/forum?id=r1xywsC9tQ) | 3, 3, 3 | 0.00 | Reject |
| 1516 | 3.00 | [Learning With Reflective Likelihoods](https://openreview.net/forum?id=SJlh2jR9FX) | 4, 2, 3 | 0.82 | Reject |
| 1517 | 3.00 | [Attentive Explainability For Patient Temporal Embedding](https://openreview.net/forum?id=rkgMNnC9YQ) | 4, 3, 2 | 0.82 | Reject |
| 1518 | 3.00 | [Generative Model For Material Irradiation Experiments Based On Prior Knowledge And Attention Mechanism](https://openreview.net/forum?id=Byg54oC5tQ) | 3, 3 | 0.00 | N/A |
| 1519 | 3.00 | [An Analysis Of Composite Neural Network Performance From Function Composition Perspective](https://openreview.net/forum?id=HkGSniC9FQ) | 3, 3, 3 | 0.00 | Reject |
| 1520 | 3.00 | [A Forensic Representation To Detect Non-trivial Image Duplicates, And How It Applies To Semantic Segmentation](https://openreview.net/forum?id=rJxY_oCqKQ) | 4, 3, 2 | 0.82 | N/A |
| 1521 | 3.00 | [Calibration Of Neural Network Logit Vectors To Combat Adversarial Attacks](https://openreview.net/forum?id=Bkxdqj0cFQ) | 3, 2, 4 | 0.82 | Reject |
| 1522 | 3.00 | [Handling Concept Drift In Wifi-based Indoor Localization Using Representation Learning](https://openreview.net/forum?id=SyxdbnR9YQ) | 2, 3, 4 | 0.82 | N/A |
| 1523 | 3.00 | [Classification In The Dark Using Tactile Exploration](https://openreview.net/forum?id=B1lXGnRctX) | 4, 3, 2 | 0.82 | Reject |
| 1524 | 3.00 | [End-to-end Multi-lingual Multi-speaker Speech Recognition](https://openreview.net/forum?id=HJxqMhC5YQ) | 3, 3, 3 | 0.00 | Reject |
| 1525 | 3.00 | [Nonlinear Channels Aggregation Networks For Deep Action Recognition](https://openreview.net/forum?id=rJgdHs05FQ) | 3, 3, 3 | 0.00 | N/A |
| 1526 | 3.00 | [From Amortised To Memoised Inference: Combining Wake-sleep And Variational-bayes For Unsupervised Few-shot Program Learning](https://openreview.net/forum?id=B1gTE2AcKQ) | 3, 3, 3 | 0.00 | N/A |
| 1527 | 3.00 | [Dopamine: A Research Framework For Deep Reinforcement Learning](https://openreview.net/forum?id=ByG_3s09KX) | 3, 3, 3 | 0.00 | Reject |
| 1528 | 3.00 | [Hybrid Policies Using Inverse Rewards For Reinforcement Learning](https://openreview.net/forum?id=HketHo0qFm) | 3, 2, 4 | 0.82 | Reject |
| 1529 | 3.00 | [From Deep Learning To Deep Deducing: Automatically Tracking Down Nash Equilibrium Through Autonomous Neural Agent, A Possible Missing Step Toward General A.i.](https://openreview.net/forum?id=ByxZdj09tX) | 3, 2, 4 | 0.82 | Reject |
| 1530 | 3.00 | [Uncertainty In Multitask Transfer Learning](https://openreview.net/forum?id=S1eEmn05tQ) | 3, 2, 4 | 0.82 | Reject |
| 1531 | 3.00 | [Reneg And Backseat Driver: Learning From Demonstration With Continuous Human Feedback](https://openreview.net/forum?id=SJl7DsR5YQ) | 3, 4, 2 | 0.82 | Reject |
| 1532 | 3.00 | [A Rate-distortion Theory Of Adversarial Examples](https://openreview.net/forum?id=HkezfhA5Y7) | 4, 3, 2 | 0.82 | Reject |
| 1533 | 3.00 | [Attention Incorporate Network: A Network Can Adapt Various Data Size](https://openreview.net/forum?id=S1g_EsActm) | 3, 4, 2 | 0.82 | Reject |
| 1534 | 3.00 | [Learning Of Sophisticated Curriculums By Viewing Them As Graphs Over Tasks](https://openreview.net/forum?id=rJlGdsC9Ym) | 3, 2, 4 | 0.82 | N/A |
| 1535 | 3.00 | [Irda Method For Sparse Convolutional Neural Networks](https://openreview.net/forum?id=HJMXus0ct7) | 3, 3, 3 | 0.00 | Reject |
| 1536 | 3.00 | [Evaluation Methodology For Attacks Against Confidence Thresholding Models](https://openreview.net/forum?id=H1g0piA9tQ) | 2, 3, 4 | 0.82 | Reject |
| 1537 | 3.00 | [Feature Quantization For Parsimonious And Interpretable Predictive Models](https://openreview.net/forum?id=S1geJhC9Km) | 2, 3, 4 | 0.82 | Reject |
| 1538 | 3.00 | [Stacking For Transfer Learning](https://openreview.net/forum?id=ryxOIsA5FQ) | 3, 4, 2 | 0.82 | Reject |
| 1539 | 3.00 | [One Bit Matters: Understanding Adversarial Examples As The Abuse Of Redundancy](https://openreview.net/forum?id=B1enCo0cK7) | 3, 3, 3 | 0.00 | N/A |
| 1540 | 3.00 | [Knowledge Distill Via Learning Neuron Manifold](https://openreview.net/forum?id=SJlYcoCcKX) | 5, 1, 3 | 1.63 | N/A |
| 1541 | 2.75 | [Predictive Local Smoothness For Stochastic Gradient Methods](https://openreview.net/forum?id=BJWfW2C9Y7) | 2, 3, 2, 4 | 0.83 | Reject |
| 1542 | 2.67 | [Variational Sgd: Dropout , Generalization And Critical Point At The End Of Convexity](https://openreview.net/forum?id=r1ztwiCcYQ) | 4, 2, 2 | 0.94 | Reject |
| 1543 | 2.67 | [Weak Contraction Mapping And Optimization](https://openreview.net/forum?id=SygJSiA5YQ) | 3, 1, 4 | 1.25 | Reject |
| 1544 | 2.67 | [Learning Goal-conditioned Value Functions With One-step Path Rewards Rather Than Goal-rewards](https://openreview.net/forum?id=BkesGnCcFX) | 4, 1, 3 | 1.25 | Reject |
| 1545 | 2.67 | [Multiple Encoder-decoders Net For Lane Detection](https://openreview.net/forum?id=SJgiNo0cKX) | 2, 2, 4 | 0.94 | Reject |
| 1546 | 2.67 | [Explaining Adversarial Examples With Knowledge Representation](https://openreview.net/forum?id=BylRVjC9K7) | 3, 3, 2 | 0.47 | Reject |
| 1547 | 2.67 | [End-to-end Learning Of Video Compression Using Spatio-temporal Autoencoders](https://openreview.net/forum?id=HyllasActm) | 3, 3, 2 | 0.47 | Reject |
| 1548 | 2.67 | [A Case Study On Optimal Deep Learning Model For Uavs](https://openreview.net/forum?id=Syx9rnRcYm) | 3, 3, 2 | 0.47 | Reject |
| 1549 | 2.67 | [Decoupling Gating From Linearity](https://openreview.net/forum?id=SJGyFiRqK7) | 3, 2, 3 | 0.47 | Reject |
| 1550 | 2.67 | [Happier: Hierarchical Polyphonic Music Generative Rnn](https://openreview.net/forum?id=SJx5kn0cK7) | 2, 3, 3 | 0.47 | Reject |
| 1551 | 2.67 | [Faster Training By Selecting Samples Using Embeddings](https://openreview.net/forum?id=SklR_iCcYm) | 3, 3, 2 | 0.47 | Reject |
| 1552 | 2.67 | [A Bird's Eye View On Coherence, And A Worm's Eye View On Cohesion](https://openreview.net/forum?id=r1gkAoA5FQ) | 2, 2, 4 | 0.94 | Reject |
| 1553 | 2.67 | [Exponentially Decaying Flows For Optimization In Deep Learning](https://openreview.net/forum?id=rJe-LiA5YX) | 3, 3, 2 | 0.47 | N/A |
| 1554 | 2.50 | [A Solution To China Competitive Poker Using Deep Learning](https://openreview.net/forum?id=rJzoujRct7) | 3, 2 | 0.50 | Reject |
| 1555 | 2.50 | [Psychophysical Vs. Learnt Texture Representations In Novelty Detection](https://openreview.net/forum?id=BJEOOsCqKm) | 3, 3, 3, 1 | 0.87 | Reject |
| 1556 | 2.33 | [Hierarchical Deep Reinforcement Learning Agent With Counter Self-play On Competitive Games](https://openreview.net/forum?id=HJz6QhR9YQ) | 3, 2, 2 | 0.47 | N/A |
| 1557 | 2.33 | [Training Variational Auto Encoders With Discrete Latent Representations Using Importance Sampling](https://openreview.net/forum?id=SkNSOjR9Y7) | 3, 1, 3 | 0.94 | Reject |
| 1558 | 2.33 | [Vectorization Methods In Recommender System](https://openreview.net/forum?id=HylJtiRqYQ) | 2, 2, 3 | 0.47 | Reject |
| 1559 | 2.33 | [Generating Text Through Adversarial Training Using Skip-thought Vectors](https://openreview.net/forum?id=SkGMOi05FQ) | 3, 2, 2 | 0.47 | N/A |
| 1560 | 2.33 | [Deli-fisher Gan: Stable And Efficient Image Generation With Structured Latent Generative Space](https://openreview.net/forum?id=HyMuaiAqY7) | 2, 2, 3 | 0.47 | Reject |
| 1561 | 2.33 | [Pixel Chem: A Representation For Predicting Material Properties With Neural Network](https://openreview.net/forum?id=SkxYOiCqKX) | 3, 1, 3 | 0.94 | Reject |
| 1562 | 2.33 | [Advanced Neuroevolution: A Gradient-free Algorithm To Train Deep Neural Networks](https://openreview.net/forum?id=r1g5Gh05KQ) | 1, 1, 5 | 1.89 | N/A |
| 1563 | 2.25 | [A Synaptic Neural Network And Synapse Learning](https://openreview.net/forum?id=ryGpEiAcFQ) | 2, 3, 2, 2 | 0.43 | Reject |
| 1564 | 2.00 | [Hierarchical Bayesian Modeling For Clustering Sparse Sequences In The Context Of Group Profiling](https://openreview.net/forum?id=SyerAiCqt7) | 2, 2, 3, 1, 2 | 0.63 | Reject |
| 1565 | 1.50 | [Object Detection Deep Learning Networks For Optical Character Recognition](https://openreview.net/forum?id=S1ej8o05tm) | 1, 2, 1, 2 | 0.50 | Reject |
| 1566 | nan | [Pass: Phased Attentive State Space Modeling Of Disease Progression Trajectories](https://openreview.net/forum?id=SJea5oAqK7) | | nan | N/A |
| 1567 | nan | [Exploring Deep Learning Using Information Theory Tools And Patch Ordering](https://openreview.net/forum?id=SJeI5i0cYQ) | | nan | N/A |
| 1568 | nan | [Teaching Machine How To Think By Natural Language: A Study On Machine Reading Comprehension](https://openreview.net/forum?id=S1VeG309Fm) | | nan | N/A |
| 1569 | nan | [Statistical Characterization Of Deep Neural Networks And Their Sensitivity](https://openreview.net/forum?id=HylXHhA9Km) | | nan | N/A |
| 1570 | nan | [Is Pgd-adversarial Training Necessary? Alternative Training Via A Soft-quantization Network With Noisy-natural Samples Only](https://openreview.net/forum?id=r1VmtsC5t7) | | nan | N/A |
| 1571 | nan | [Isonetry : Geometry Of Critical Initializations And Training](https://openreview.net/forum?id=HJlPB2CqYQ) | | nan | N/A |
| 1572 | nan | [Scaling Up Deep Learning For Pde-based Models](https://openreview.net/forum?id=HJeEWnR9F7) | | nan | N/A |
| 1573 | nan | [Adversarial Defense Via Data Dependent Activation Function And Total Variation Minimization](https://openreview.net/forum?id=r1z1UjA5FX) | | nan | N/A |
| 1574 | nan | [Program Synthesis With Learned Code Idioms](https://openreview.net/forum?id=SylWNnA5FQ) | | nan | N/A |
| 1575 | nan | [Show, Attend And Translate: Unsupervised Image Translation With Self-regularization And Attention](https://openreview.net/forum?id=rygypo0qtm) | | nan | N/A |
| 1576 | nan | [Confidence-based Graph Convolutional Networks For Semi-supervised Learning](https://openreview.net/forum?id=HklUN3RcFX) | | nan | N/A |
| 1577 | nan | [Neural Network Bandit Learning By Last Layer Marginalization](https://openreview.net/forum?id=BklAyh05YQ) | | nan | N/A |
| 1578 | nan | [Neural Collobrative Networks](https://openreview.net/forum?id=r1g-TiC9FX) | | nan | N/A |
| 1579 | nan | [Exploration In Policy Mirror Descent](https://openreview.net/forum?id=B1gWWh05Y7) | | nan | N/A |