Commutative Lie Group VAE for Disentanglement Learning

Xinqi Zhu, Chang Xu, Dacheng Tao

Abstract: We view disentanglement learning as discovering an underlying structure that equivariantly reflects the factorized variations shown in data. Traditionally, such a structure is fixed to be a vector ...