Finding an unsupervised image segmenter in each of your deep generative models

Recent research has shown that numerous human-interpretable directions exist in the latent space of GANs. In this paper, we develop an automatic procedure for finding directions that lead to foreground-background image separation, and we use these directions to train an image segmentation model with...

Full description

Bibliographic Details
Main Authors: Melas-Kyriazi, L, Rupprecht, C, Laina, I, Vedaldi, A
Format: Conference item
Language:English
Published: OpenReview 2021