Combating Mode Collapse in GANs via Manifold Entropy Estimation

Haozhe Liu, Bing Li, Haoqian Wu +5

Generative Adversarial Networks (GANs) have shown compelling results in various tasks and applications in recent years. However, mode collapse remains a critical problem in GANs. I…