Disentangled Representation Learning through Unsupervised Symmetry Group Discovery

Barthélémy Dang-Nhu, Louis Annabi, Sylvain Argentieri

Symmetry-based disentangled representation learning leverages the group structure of environment transformations to uncover the latent factors of variation. Prior approaches to sym…