On the Discrimination-Generalization Tradeoff in GANs

Pengchuan Zhang, Qiang Liu, Dengyong Zhou +2

Generative adversarial training can be generally understood as minimizing certain moment matching loss defined by a set of discriminator functions, typically neural networks. The d…