Generative Adversarial Networks-GAN

• 本文记录 GAN 学习内容

The Excellent Blog

• Generative Adversarial Networks - The Story So Far

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

Other

• Image Completion with Deep Learning in TensorFlow

• Generative Models

• A.I. Wiki

• Conditional Generative Adversarial Nets in TensorFlow