Reducing Noise in GAN Training with Variance Reduced Extragradient

Tatjana Chavdarova, Gauthier Gidel, François Fleuret +1

We study the effect of the stochastic gradient noise on the training of generative adversarial networks (GANs) and show that it can prevent the convergence of standard game optimiz…