VisualBackProp: efficient visualization of CNNs. Definition Modeling: Learning to define word embeddings in natural language. Playing FPS Games with Deep Reinforcement Learning. Going Deeper with Contextual CNN for Hyperspectral Image Classification. Nonparametric Spherical Topic Modeling with Word Embeddings. Exploiting sparsity to build efficient …

Scalable Learning of Non-Decomposable Objectives. ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning. Tree-to-Sequence Attentional Neural Machine Translation. Scribbler: Controlling Deep Image Synthesis with Sketch and Color. Temporal Attention-Gated Model for Robust Sequence Classification. Bottleneck Conditional Density …

Fast $ε$-free Inference of Simulation Models with Bayesian Conditional Density Estimation. Commonly Uncommon: Semantic Sparsity in Situation Recognition. Does Multimodality Help Human and Machine for Translation and Image Captioning?. Exploring Structure for Long-Term Tracking of Multiple Objects in Sports Videos. Joint Detection and Identification …

The subset-matched Jaccard index for evaluation of Segmentation for Plant Images. UTA-poly and UTA-splines: additive value functions with polynomial marginals. The polysemy of the words that children learn over time. Relevant sparse codes with variational information bottleneck. A Self-Paced Regularization Framework for Multi-Label Learning. Learni …