From b97309eee619a924336ddc5f81f085e641692b5b Mon Sep 17 00:00:00 2001 From: kanxx030 Date: Fri, 6 Nov 2020 00:17:23 -0600 Subject: [PATCH] added stargan, wgan, wgan-gp --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 3e13a65..a681b1b 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,8 @@ Tl;dr GANs contain two networks: a generator and a discriminator. The generator ### Unconditional GANs + Vanilla GAN: Generative Adversarial Networks, [[paper]](https://arxiv.org/abs/1406.2661), [[github]](https://github.com/eriklindernoren/PyTorch-GAN/tree/master/implementations/gan) + DCGAN: Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks, [[paper]](https://arxiv.org/abs/1511.06434), [[github]](https://github.com/carpedm20/DCGAN-tensorflow) ++ WGAN: Wasserstein GAN, [[paper]](https://arxiv.org/abs/1701.07875), [[github]](https://github.com/martinarjovsky/WassersteinGAN) ++ WGAN-GP: Improved Training of Wasserstein GANs, [[paper]](https://arxiv.org/pdf/1704.00028.pdf), [[github]](https://github.com/caogang/wgan-gp) ### Conditional GANs + CGAN: Conditional Generative Adversarial Nets, [[paper]](https://arxiv.org/abs/1411.1784), [[github]](https://github.com/eriklindernoren/PyTorch-GAN/blob/master/implementations/cgan/cgan.py) @@ -15,6 +17,7 @@ Tl;dr GANs contain two networks: a generator and a discriminator. The generator ### Image-to-Image Translation + CycleGAN: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks, [[paper]](https://arxiv.org/abs/1703.10593), [[github]](https://github.com/junyanz/CycleGAN) ++ StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation, [[paper]](https://arxiv.org/abs/1711.09020), [[github]](https://github.com/yunjey/stargan) ## Applications using GANs