GAN_History

History of Generative Adversarial Networks

We’ll traverse it one step at a time. Let the journey begin.

1. GAN: Generative Adversarial Networks
2. DCGAN: Deep Convolutional Generative Adversarial Network
3. CGAN: Conditional Generative Adversarial Network
4. CycleGAN
5. CoGAN: Coupled Generative Adversarial Networks
6. ProGAN: Progressive growing of Generative Adversarial Networks
7. WGAN: Wasserstein Generative Adversarial Networks
8. SAGAN: Self-Attention Generative Adversarial Networks
9. BigGAN: Big Generative Adversarial Networks
10. StyleGAN: Style-based Generative Adversarial Networks

2014-2019 years of GAN progress on face generation

2014-2019 Generative Adversarial Networks - The Story So Far

2014-2019 GAN 的前世今生

4.5 years of GAN progress on face generation.

Papers corresponding to the figure above 上图对应的论文

1. https://arxiv.org/abs/1406.2661
2. https://arxiv.org/abs/1511.06434
3. https://arxiv.org/abs/1606.07536
4. https://arxiv.org/abs/1710.10196
5. https://arxiv.org/abs/1812.04948