liweihao/gan

GAN

NIPS2014

• Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio "Generative Adversarial Nets" [paper] [google]

2015

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks - 2015

• intro: CatGAN
• arxiv: http://arxiv.org/abs/1511.06390
• google: https://scholar.google.de/scholar?hl=en&as_sdt=1%2C5&q=Unsupervised+and+Semi-supervised+Learning+with+Categorical+Generative+Adversarial+Networks&btnG=

Image-to-Image Translation with Conditional Adversarial Networks - CVPR 2017

• project page: https://phillipi.github.io/pix2pix/
• github: https://github.com/phillipi/pix2pix
• github(TensorFlow): https://github.com/yenchenlin/pix2pix-tensorflow
• github(Chainer): https://github.com/mattya/chainer-pix2pix
• github(PyTorch): https://github.com/mrzhu-cool/pix2pix-pytorch
• github(Chainer): https://github.com/wuhuikai/chainer-pix2pix

Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks - ICCV 2017

• project page: https://junyanz.github.io/CycleGAN/
• arxiv: https://arxiv.org/abs/1703.10593
• github(official, Torch): https://github.com/junyanz/CycleGAN
• github(official, PyTorch): https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
• github(PyTorch): https://github.com/eveningglow/semi-supervised-CycleGAN
• github(Chainer): https://github.com/Aixile/chainer-cyclegan

Toward Multimodal Image-to-Image Translation - NIPS 2017

• project page: https://junyanz.github.io/BicycleGAN/
• arxiv: https://arxiv.org/abs/1711.11586
• github(official, PyTorch): https://github.com//junyanz/BicycleGAN
• github: https://github.com/gitlimlab/BicycleGAN-Tensorflow
• github: https://github.com/kvmanohar22/img2imgGAN
• github: https://github.com/eveningglow/BicycleGAN-pytorch

Unsupervised Image-to-Image Translation Networks - NIPS 2017

• project page: http://research.nvidia.com/publication/2017-12_Unsupervised-Image-to-Image-Translation
• arxiv: https://arxiv.org/abs/1703.00848
• github: https://github.com/mingyuliutw/UNIT

StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation - CVPR 2018

• intro: Korea University & Clova AI Research
• arxiv: https://arxiv.org/abs/1711.09020
• github: https://github.com//yunjey/StarGAN

High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs - CVPR 2018

• project page: https://tcwang0509.github.io/pix2pixHD/
• arxiv: https://arxiv.org/abs/1711.11585
• github: https://github.com/NVIDIA/pix2pixHD
• youtube: https://www.youtube.com/watch?v=3AIpPlzM_qs&feature=youtu.be

XGAN: Unsupervised Image-to-Image Translation for many-to-many Mappings

• arxiv: https://arxiv.org/abs/1711.05139