Blocked and Hierarchical Disentangled Representation From Information Theory Perspective

Ziwen Liu, Mingqiang Li, Congying Han

We propose a novel and theoretical model, blocked and hierarchical variational autoencoder (BHiVAE), to get better-disentangled representation. It is well known that information th…