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 …

Automatic Building Extraction in Aerial Scenes Using Convolutional Networks. Tsallis Regularized Optimal Transport and Ecological Inference. Edinburgh Neural Machine Translation Systems for WMT 16. Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation. Learning Convolutional Neural Networks using Hybrid …