Learning Disentangled Representations with Semi-Supervised Deep Generative Models

N. Siddharth, Brooks Paige, Jan-Willem van de Meent +5

Variational autoencoders (VAEs) learn representations of data by jointly training a probabilistic encoder and decoder network. Typically these models encode all features of the dat…