论文资料

• Generative Adversarial Networks
• Conditional Generative Adversarial Nets
• Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
• NIPS 2016 Tutorial: Generative Adversarial Networks
• StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation 同时pytorch代码StarGAN 实现了一定模版的图像转换（生气，开心和恐惧）
• Which Training Methods for GANs do actually Converge?以及相应代码GAN_stability
• Are GANs Created Equal? A Large-Scale Study 对应代码compare_gan

博客资料

Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch) 4.6 GAN 生成对抗网络 (PyTorch tutorial 神经网络 教学)

AdversarialNetsPapers 这是github上搜集的关于对抗生成网络相关论文

代码相关

• pytorch-generative-adversarial-networks
• ganhacks nips2016中关于训练GAN网络的资料。
• the-gan-zoo 其中包括了大量的GAN。
• Self-Attention-GAN SAGAN的pytorch实现。
• keras-adversarial 使用keras实现的常用keras生成对抗网络。
• PyTorch-GAN pytorch实现的GAN网络 TODO。