Variational Atlas Autoencoders and Self-Supervised Chart Selection

Arno Coomans, Merlin Nimier-David, Eugene d'Eon +1

Complex, high-dimensional data lie on manifolds that a single global latent coordinate system cannot represent without distortion. We introduce Variational Atlas Autoencoders, a mi…