DeepLearning

A collection of research papers, datasets and software on Deep Learning
https://github.com/axruff/DeepLearning

Last synced: 12 days ago
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Analysis and Interpretability
- Logic and Semantics
Anomaly Detection
- Logic and Semantics
  - 2009 - Anomaly Detection: A Survey
  - 2017 - Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery
Instance Segmentation
- Logic and Semantics
  - 2017 - Mask R-CNN
  - 2019 - Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth
Interactive Segmentation
- Logic and Semantics
  - 2020 - Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections
Models
Multitask Learning
- Logic and Semantics
Mutual Learning
- Logic and Semantics
  - 2017 - Deep Mutual Learning
  - 2019 - Feature Fusion for Online Mutual Knowledge Distillation
Optical Flow
- Logic and Semantics
  - 2019 - SelFlow: Self-Supervised Learning of Optical Flow - [github]](https://github.com/ppliuboy/SelFlow)
  - 2021 - AutoFlow: Learning a Better Training Set for Optical Flow
  - 2021 - SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping
  - 2021 - AutoFlow: Learning a Better Training Set for Optical Flow
Optimization and Regularisation
- Logic and Semantics
Pruning and Compression
- Logic and Semantics
Reinforcement Learning
- Inverse Reinforcement Learning

Programming Languages

Python 5 JavaScript 1 Jupyter Notebook 1 C++ 1

Categories

Reinforcement Learning 313 Models 95 Optimization and Regularisation 21 Unsupervised Learning 16 Analysis and Interpretability 15 Semi Supervised 15 Pruning and Compression 10 Segmentation 6 Weakly Supervised 6 Optical Flow 4 Multitask Learning 3 Semantic Correspondence 3 Mutual Learning 2 Anomaly Detection 2 Instance Segmentation 2 Interactive Segmentation 1 Transfer Learning 1

Sub Categories

Inverse Reinforcement Learning 313 Logic and Semantics 108 Composition 31 Multi-level 16 3D Shape 6 Transformers 3 Context and Attention 3 Capsule Networks 1

Keywords

machine-learning 7 deep-learning 6 pytorch 5 python 3 tensorflow 2 neural-network 2 ai 2 interactive-tools 1 visualizer 1 tensorflow-lite 1 safetensors 1 onnx 1 numpy 1 ml 1 machinelearning 1 keras 1 deeplearning 1 coreml 1 survey 1 reinforcement-learning 1 recommender-system 1 nlp 1 embeddings 1 computer-vision 1 visualization 1 jupyter-notebook 1 interpretability 1 colab 1 transfer-learning 1 synthetic-data 1 style-transfer 1 generative-model 1 domain-adaptation 1 data-science 1 artificial-intelligence 1 resnext 1 resnet 1 pretrained 1 inception 1 imagenet 1 tta 1 test-time-augmentation 1 segmentation 1 pipeline 1 object-detection 1 kaggle 1 jaccard-loss 1 image-segmentation 1 image-processing 1 image-classification 1