PyTorch-GAN

Implementing Generative Adversaraial Networks with PyTorch.

1. Vanila GAN

• paper : Generative Adversarial Nets, 2014, NIPs, Ian Goodfellow et al.
• codes : here

2. Conditional GAN

• paper : Conditional Generative Adversarial Nets, 2014, arXiv, M.Mirza et al.
• codes : here

3. Deep Convolutional GAN

• paper : Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks, 2016, ICLR, A.Radford et al.
• codes : here

4. Pix2Pix GAN

• paper : Image-to-Image Translation with Conditional Adversarial Networks, 2017, CVPR, P.Isola et al.
• codes : here

5. Cycle GAN

• paper : Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks, 2017, ICCV, JY ZHU et al.
• codes : here