Semi-Supervised Phone Classification using Deep Neural Networks and Stochastic Graph-Based Entropic Regularization. Toward Interpretable Topic Discovery via Anchored Correlation Explanation. Recycle deep features for better object detection. Deep vs. shallow networks : An approximation theory perspective. Preorder-Based Triangle: A Modified Version …

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 …

Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks. Hadamard Product for Low-rank Bilinear Pooling. Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction. Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach. Gated End-to-End Memory Networks. Trace Norm Reg …

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 …

A Comparison Study of Nonlinear Kernels. Exploiting N-Best Hypotheses to Improve an SMT Approach to Grammatical Error Correction. Spectral learning of dynamic systems from nonequilibrium data. Multi-resource defensive strategies for patrolling games with alarm systems. Fair Algorithms for Infinite and Contextual Bandits. From line segments to more …

Memory shapes time perception and intertemporal choices. Backward-Forward Search for Manipulation Planning. The Analysis of Local Motion and Deformation in Image Sequences Inspired by Physical Electromagnetic Interaction. Functional Distributional Semantics. Depth and depth-based classification with R-package ddalpha. Learning Dense Correspondence …

Community Structure in Industrial SAT Instances. Self-calibrating Neural Networks for Dimensionality Reduction. Toward Organic Computing Approach for Cybernetic Responsive Environment. Self-Supervised Video Representation Learning With Odd-One-Out Networks. A Semi-Markov Switching Linear Gaussian Model for Censored Physiological Data. Sort Story: S …

Feature-Area Optimization: A Novel SAR Image Registration Method. Fast Domain Adaptation for Neural Machine Translation. Message Passing Multi-Agent GANs. Evolutionary Image Transition Based on Theoretical Insights of Random Processes. What Do Recurrent Neural Network Grammars Learn About Syntax?. Enhanced Factored Three-Way Restricted Boltzmann Ma …

Exploring the Realization of Irony in Twitter Data. Text-attentional convolutional neural network for scene text detection. DT-Neg: Tutorial Dialogues Annotated for Negation Scope and Focus in Context. Appraising UMLS Coverage for Summarizing Medical Evidence. Toward incremental dialogue act segmentation in fast-paced interactive dialogue systems. …