Discriminator Rejection Sampling

Samaneh Azadi, Catherine Olsson, Trevor Darrell +2

We propose a rejection sampling scheme using the discriminator of a GAN to approximately correct errors in the GAN generator distribution. We show that under quite strict assumptio…