Asymmetric regularization mechanism for GAN training with Variational Inequalities

Spyridon C. Giagtzoglou, Mark H. M. Winands, Barbara Franci

We formulate the training of generative adversarial networks (GANs) as a Nash equilibrium seeking problem. To stabilize the training process and find a Nash equilibrium, we propose…