Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization

Sheng Zhong, Shifu Zhou

Natural images can be regarded as residing in a manifold that is embedded in a higher dimensional Euclidean space. Generative Adversarial Networks (GANs) try to learn the distribut…