Mixed batches and symmetric discriminators for GAN training

Thomas Lucas, Corentin Tallec, Yann Ollivier, Jakob Verbeek

Abstract: Generative adversarial networks (GANs) are pow- erful generative models based on providing feed- back to a generative network via a discriminator network. However, the discriminator usually as- ses...