CalvinBackup/awesome-gans-and-deepfakes
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added more gans

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2020-11-05 23:53:15 -06:00
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A curated list of GAN & Deepfake papers and repositories.
## GANs
- Vanilla GAN [(paper)](https://arxiv.org/abs/1406.2661)
* Implementations
* PyTorch
* [https://github.com/eriklindernoren/PyTorch-GAN/tree/master/implementations/gan]
* [https://github.com/devnag/pytorch-generative-adversarial-networks]
* [https://github.com/shivakanthsujit/GAN-PyTorch]
* Keras
* [https://github.com/eriklindernoren/Keras-GAN/tree/master/gan]
* [https://github.com/osh/KerasGAN]
* [https://github.com/jason71995/Keras-GAN-Library]
* [https://github.com/Zackory/Keras-MNIST-GAN]
- DCGAN [(paper)](https://arxiv.org/abs/1511.06434)
* Implementations
* PyTorch
* [https://github.com/znxlwm/pytorch-MNIST-CelebA-GAN-DCGAN]
* [https://github.com/eriklindernoren/PyTorch-GAN/tree/master/implementations/dcgan]
* Keras
* [https://github.com/jacobgil/keras-dcgan]
* [https://github.com/eriklindernoren/Keras-GAN/blob/master/dcgan/dcgan.py]
* [https://github.com/mitchelljy/DCGAN-Keras]
### 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)
### 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)
+ ACGAN: Conditional Image Synthesis With Auxiliary Classifier GANs, [[paper]](https://arxiv.org/abs/1610.09585), [[github]](https://github.com/eriklindernoren/PyTorch-GAN/blob/master/implementations/acgan/acgan.py)
### 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)
## Applications using GANs
### Anime generator