dreadlord1984 / adversarialnetspapers

The classical Papers about adversial nets

AdversarialNetsPapers

The classical Papers about adversial nets

✅ [Generative Adversarial Nets] [Paper] [Code]

✅ [Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks] [Paper]

✅ [Conditional Generative Adversial Nets] [Paper]

✅ [Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks] [Paper][Code]

✅ [Autoencoding beyond pixels using a learned similarity metric] [Paper]

✅ [Adversarial Autoencoders] [Paper][Code]

✅ [Generating images with recurrent adversarial networks] [Paper][Code]

✅ [Generative Visual Manipulation on the Natural Image Manifold] [Paper][Code]

✅ [Deep multi-scale video prediction beyond mean square error] [Paper][Code]

✅ [Energy-based generative adversarial network] [Paper][Code]

✅ [Neural Photo Editing with Introspective Adversarial Networks] [Paper]

✅ [Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network] [Paper]

✅ [Improved Techniques for Training GANs] [Paper][Code]

✅ [Semantic Image Inpainting with Perceptual and Contextual Losses] [Paper][Code]

✅ [Generative Adversarial Text to Image Synthesis] [Paper][Code]

✅ [Learning What and Where to Draw] [Paper][Code]

#Adversarial Examples

✅ [Intriguing properties of neural networks] [Paper]

✅ [Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images] [Paper]

✅ [Explaining and Harnessing Adversarial Examples] [Paper]

✅ [Adversarial examples in the physical world] [Paper]

#Project

✅ [cleverhans] [Code](A library for benchmarking vulnerability to adversarial examples)