Learning Sparse Latent Representations with the Deep Copula Information Bottleneck

Aleksander Wieczorek, Mario Wieser, Damian Murezzan +1

Deep latent variable models are powerful tools for representation learning. In this paper, we adopt the deep information bottleneck model, identify its shortcomings and propose a m…