Robust Conditional Generative Adversarial Networks

Grigorios G. Chrysos, Jean Kossaifi, Stefanos Zafeiriou

Abstract: We introduce a new type of conditional GAN, which aims to leverage structure in the target space of the generator. We augment the generator with a new, unsupervised pathway to learn the target structure.