Generative Adversarial Network Training is a Continual Learning Problem

Kevin J Liang, Chunyuan Li, Guoyin Wang +1

Generative Adversarial Networks (GANs) have proven to be a powerful framework for learning to draw samples from complex distributions. However, GANs are also notoriously difficult…