Multi-Level Variational Autoencoder: Learning Disentangled Representations from Grouped Observations

Diane Bouchacourt, Ryota Tomioka, Sebastian Nowozin

We would like to learn a representation of the data which decomposes an observation into factors of variation which we can independently control. Specifically, we want to use minim…