22. 10⼤典型的GANS算法_深度学习 - 让PM全面理解深度学习

GANs 算法有数百种之多，⼤家对于 GANs 的研究呈指数级的上涨，⽬前每个⽉都有数百篇论坛是关于对抗⽹络的。下图是每个⽉关于 GANs 的论⽂发表数量：

如果你对 GANs 算法感兴趣，可以在「GANs动物园」⾥查看⼏乎所有的算法。我们为⼤家从众多算法中挑选了10个⽐较有代表性的算法，技术⼈员可以看看他的论⽂和代码。

算法	论文	代码
GAN	https://arxiv.org/abs/1406.2661	https://github.com/goodfeli/adversarial
DCGAN	https://arxiv.org/abs/1511.06434	https://github.com/floydhub/dcgan
CGAN	https://arxiv.org/abs/1411.1784	https://github.com/PacktPublishing/Advanced-Deep-Learning-with-Keras
CycleGAN	https://arxiv.org/abs/1703.10593v6	https://github.com/junyanz/CycleGAN
CoGAN	https://arxiv.org/abs/1606.07536	https://github.com/mingyuliutw/CoGAN
ProGAN	https://arxiv.org/abs/1710.10196	https://github.com/tkarras/progressive_growing_of_gans
WGAN	https://arxiv.org/abs/1701.07875v3	https://github.com/eriklindernoren/Keras-GAN
SAGAN	https://arxiv.org/abs/1805.08318v1	https://github.com/heykeetae/Self-Attention-GAN
BigGAN	https://arxiv.org/abs/1809.11096v2	https://github.com/huggingface/pytorch-pretrained-BigGAN