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awesome-papers
A list of recent papers regarding deep learning, reinforcement learning, GANs.
https://github.com/chahatdeep/awesome-papers
Last synced: 1 day ago
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Deep Learning:
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2016:
- Improved Techniques for Training GANs - gan). (2016).**
- Coupled Generative Adversarial Networks - Yu Liu et al. Mitsubishi Electric Research Labs (MERL, 2016).**
- A Taxonomy of Deep Convolutional Neural Nets for Computer Vision
- Coupled Generative Adversarial Networks - Yu Liu et al. Mitsubishi Electric Research Labs (MERL, 2016).**
- Semantic Segmentation using Adversarial Networks
- Improved Techniques for Training GANs - gan). (2016).**
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2017
- Generative Adversarial Nets
- Learning with Opponent-Learning Awareness
- Towards Proving the Adversarial Robustness of Deep Neural Networks
- Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour
- Continuous-Time Flows for Deep Generative Models
- Deep Learning Techniques for Music Generation: A Survey - Pierre Briot et al. Ecole Poly. Sony etc.
- Learning Graph Topological Features via GAN
- Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Face Images - College Park, MD.
- CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training
- Generative Adversarial Nets
- ProjectionNet: Learning Efficient On-Device Deep Networks Using Neural Projections
- A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation
- Recent Advances in Convolutional Neural Networks
- Neural Style Transfer: A Review
- SIFT Meets CNN: A Decade Survey of Instance Retrieval
- Survey on the attention based RNN model and its applications in computer vision
- Geometric GAN
- Depth Estimation from Single Image Using CNN-Residual Network
- Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space
- Wasserstein GAN - WassersteinGAN)**
- Geometric GAN
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2015:
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Latest:
- x - Feature-Matcher)
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Quadrotor Controls:
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2015:
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LQR Controller:
- PID, LQR and LQR-PID on a quadcopter platform
- Multi-Agent Testbed development, modelling and control of Quadrotor UAVs - 31, KTH Thesis. (2012)
- Comparison of PID and LQR controllers on a quadrotor helicopter
- LQR- MIT Reference, A Good Theoritical Proof
- LQR- Caltech Reference, A quick Guide to LQR
- Linear Quadratic Regulators: Proof (Slides)
- Optimal Control
- Optimal Control Theory: LQR
- Murray Website Reference
- A Review of Online Control Customization via Optimization-Based Control
- Oscar Liang: Tuning a PID
- HOW TO TUNE A QUADCOPTER PID LOOP: THE SIMPLE WAY
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