InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning

Kwot Sin Lee, Ngoc-Trung Tran, Ngai-Man Cheung

While Generative Adversarial Networks (GANs) are fundamental to many generative modelling applications, they suffer from numerous issues. In this work, we propose a principled fram…