Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection

Bingzhe Wu, Shiwan Zhao, ChaoChao Chen +5

In this paper, we aim to understand the generalization properties of generative adversarial networks (GANs) from a new perspective of privacy protection. Theoretically, we prove th…