Wasserstein Generative Adversarial Networks

Martín Arjovsky, Soumith Chintala, Léon Bottou

Abstract: We introduce a new algorithm named WGAN, an alternative to traditional GAN training. In this new model, we show that we can improve the stability of learning, get rid of problems like mode collapse...