Pairing Regularization for Mitigating Many-to-One Collapse in GANs

Kuan-Yu Lin, Yu-Chih Huang, Tie Liu

Mode collapse remains a fundamental challenge in training generative adversarial networks (GANs). While existing works have primarily focused on inter-mode collapse, such as mode d…