Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect

Xiang Wei, Boqing Gong, Zixia Liu +2

Despite being impactful on a variety of problems and applications, the generative adversarial nets (GANs) are remarkably difficult to train. This issue is formally analyzed by \cit…