Understanding Learned Models by Identifying Important Features at the Right Resolution. Plug-in Regularized Estimation of High-Dimensional Parameters in Nonlinear Semiparametric Models. Evaluation of Unsupervised Compositional Representations. Underwater Fish Detection using Deep Learning for Water Power Applications. Adaptive Semi-supervised Learn …

Discovering General-Purpose Active Learning Strategies. Assessing fish abundance from underwater video using deep neural networks. Biologically-plausible learning algorithms can scale to large datasets. Automatic Chord Recognition with Higher-Order Harmonic Language Modelling. Cross-domain Human Parsing via Adversarial Feature and Label Adaptation. …