Revisiting GANs by Best-Response Constraint: Perspective, Methodology, and Application

Risheng Liu, Jiaxin Gao, Xuan Liu +1

In past years, the minimax type single-level optimization formulation and its variations have been widely utilized to address Generative Adversarial Networks (GANs). Unfortunately,…