Commutator-Induced Uncertainty in VAEs

Tahereh Dehdarirad, Michael Felsberg, Gabriel Eilertsen +1

Variational autoencoders (VAEs) often struggle to represent non-commutative structure in learned latent spaces. Symmetry-aware VAEs commonly address this issue by enforcing commuta…