Latent reweighting, an almost free improvement for GANs

Thibaut Issenhuth, Ugo Tanielian, David Picard +1

Standard formulations of GANs, where a continuous function deforms a connected latent space, have been shown to be misspecified when fitting different classes of images. In particu…