Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations

Jan Stühmer, Richard E. Turner, Sebastian Nowozin

Recently there has been an increased interest in unsupervised learning of disentangled representations using the Variational Autoencoder (VAE) framework. Most of the existing work…