How does Lipschitz Regularization Influence GAN Training?

Yipeng Qin, Niloy Mitra, Peter Wonka

Despite the success of Lipschitz regularization in stabilizing GAN training, the exact reason of its effectiveness remains poorly understood. The direct effect of $K$-Lipschitz reg…