A Video-Based Method for Objectively Rating Ataxia. An optimal learning method for developing personalized treatment regimes. Topology and Geometry of Half-Rectified Network Optimization. Information Dropout: Learning Optimal Representations Through Noisy Computation. Watch-n-Patch: Unsupervised Learning of Actions and Relations. Revise Saturated A …

A Deep Learning Approach to Unsupervised Ensemble Learning. Deep Feature Flow for Video Recognition. Memory-augmented Attention Modelling for Videos. Flood-Filling Networks. Cross-stitch Networks for Multi-task Learning. Semantic Understanding of Scenes through the ADE20K Dataset. Supervision via Competition: Robot Adversaries for Learning Tasks. I …

Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design. Automatic and Manual Segmentation of Hippocampus in Epileptic Patients MRI. Towards information based spatiotemporal patterns as a foundation for agent representation in dynamical systems. Batched Lazy Decision Tree …