Gradient Normalization for Generative Adversarial Networks

Yi-Lun Wu, Hong-Han Shuai, Zhi-Rui Tam +1

In this paper, we propose a novel normalization method called gradient normalization (GN) to tackle the training instability of Generative Adversarial Networks (GANs) caused by the…