Progressive Learning and Disentanglement of Hierarchical Representations. Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos. Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction. Learning Robust Representations via Multi-View Information Bottleneck. An End-to-End Visual-Audio At …

Characterizing and Avoiding Problematic Global Optima of Variational Autoencoders. Maximal Causes for Exponential Family Observables. Experimental Comparison of Global Motion Planning Algorithms for Wheeled Mobile Robots. Sub-Goal Trees – a Framework for Goal-Based Reinforcement Learning. STAViS: Spatio-Temporal AudioVisual Saliency Network. Multi …