Sobolev GAN

Youssef Mroueh, Chun-Liang Li, Tom Sercu +2

We propose a new Integral Probability Metric (IPM) between distributions: the Sobolev IPM. The Sobolev IPM compares the mean discrepancy of two distributions for functions (critic)…