Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks

Jamal Toutouh, Erik Hemberg, Una-May O'Reilly

Generative adversary networks (GANs) suffer from training pathologies such as instability and mode collapse, which mainly arise from a lack of diversity in their adversarial intera…