Kolmogorov-Smirnov GAN

Maciej Falkiewicz, Naoya Takeishi, Alexandros Kalousis

We propose a novel deep generative model, the Kolmogorov-Smirnov Generative Adversarial Network (KSGAN). Unlike existing approaches, KSGAN formulates the learning process as a mini…