Alleviating Mode Collapse in GAN via Diversity Penalty Module

Sen Pei, Richard Yi Da Xu, Shiming Xiang +1

The vanilla GAN (Goodfellow et al. 2014) suffers from mode collapse deeply, which usually manifests as that the images generated by generators tend to have a high similarity amongs…