On Positive-Unlabeled Classification in GAN

Tianyu Guo, Chang Xu, Jiajun Huang +4

This paper defines a positive and unlabeled classification problem for standard GANs, which then leads to a novel technique to stabilize the training of the discriminator in GANs.…