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Self-Supervised-GANs

Tensorflow implementation of [Self-Supervised Generative Adversarial Networks]

Self-supervised gans for gaze correction GazeCorrection

Network Architecture

<p align="center"> <img src="/img/net.png"> </p>

Experiments(Our results on cifar10)

SN_GAN: spectral norm gan

SN_GAN_SS: spectral norm gan with self-supervised learning

<p align="center"> <img src="/img/fig_is.png"> </p> <p align="center"> <img src="/img/fig_fid.png"> </p>

Reference code

Sparsely_Grouped_GAN

DCGAN tensorflow

Spectral Norm tensorflow