FAVAE: Sequence Disentanglement using Information Bottleneck Principle

Masanori Yamada, Heecheol Kim, Kosuke Miyoshi +1

We propose the factorized action variational autoencoder (FAVAE), a state-of-the-art generative model for learning disentangled and interpretable representations from sequential da…