On gradient regularizers for MMD GANs

Michael Arbel, Danica J. Sutherland, Mikołaj Bińkowski +1

We propose a principled method for gradient-based regularization of the critic of GAN-like models trained by adversarially optimizing the kernel of a Maximum Mean Discrepancy (MMD)…