Distribution Fitting for Combating Mode Collapse in Generative Adversarial Networks

Yanxiang Gong, Zhiwei Xie, Guozhen Duan +2

Mode collapse is a significant unsolved issue of generative adversarial networks. In this work, we examine the causes of mode collapse from a novel perspective. Due to the nonunifo…