Training Wasserstein GANs without gradient penalties

Dohyun Kwon, Yeoneung Kim, Guido Montúfar +1

We propose a stable method to train Wasserstein generative adversarial networks. In order to enhance stability, we consider two objective functions using the $c$-transform based on…