MaDeL: Manifold-Decomposed Feature Losses for Generative Modeling

Beomsu Kim, Jong Chul Ye, Kwanyoung Kim

Generative models are often trained with isotropic objectives such as mean-squared error. For data concentrated near a low-dimensional manifold, however, such losses conflate displ…