Alleviation of Gradient Exploding in GANs: Fake Can Be Real

Song Tao, Jia Wang

In order to alleviate the notorious mode collapse phenomenon in generative adversarial networks (GANs), we propose a novel training method of GANs in which certain fake samples are…