Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding. Ranking Biomarkers Through Mutual Information. Active User Authentication for Smartphones: A Challenge Data Set and Benchmark Results. OPML: A One-Pass Closed-Form Solution for Online Metric Learning. Semi-supervised learning of local structured output …

Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs. Poisson multi-Bernoulli conjugate prior for multiple extended object filtering. Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge. Visual-Inertial Monocular SLAM with Map Reuse. Learning HMMs with Nonpar …

Multi-Person Pose Estimation with Local Joint-to-Person Associations. Whitening-Free Least-Squares Non-Gaussian Component Analysis. Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution. Equality of Opportunity in Supervised Learning. vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neur …

A U-statistic Approach to Hypothesis Testing for Structure Discovery in Undirected Graphical Models. Word Embeddings for the Construction Domain. Generative and Discriminative Voxel Modeling with Convolutional Neural Networks. MultiCol-SLAM - A Modular Real-Time Multi-Camera SLAM System. Value Iteration Networks. Training Deep Nets with Sublinear M …

Identifying Diabetic Patients with High Risk of Readmission. When was that made?. Reliable Prediction Intervals for Local Linear Regression. Distributed Asynchronous Dual Free Stochastic Dual Coordinate Ascent. Leveraging Environmental Correlations: The Thermodynamics of Requisite Variety. Inferring unknown biological function by integration of GO …

Randomized block proximal damped Newton method for composite self-concordant minimization. An Integrated Optimization + Learning Approach to Optimal Dynamic Pricing for the Retailer with Multi-type Customers in Smart Grids. Fixpoint Approximation of Strategic Abilities under Imperfect Information. Simultaneous Estimation of Noise Variance and Numbe …

Neural Contextual Conversation Learning with Labeled Question-Answering Pairs. Learning by Stimulation Avoidance: A Principle to Control Spiking Neural Networks Dynamics. Adding Context to Concept Trees. Template shape estimation: correcting an asymptotic bias. Efficient Character-level Document Classification by Combining Convolution and Recurrent …

One-Shot Generalization in Deep Generative Models. GMM-Free Flat Start Sequence-Discriminative DNN Training. Active exploration in parameterized reinforcement learning. AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech. Distributed Multi-Task Relationship Learning. Video Propagation Networks. Tracking Amendments to Legislation and …

Constraint-Based Clustering Selection. Estimating 3D Trajectories from 2D Projections via Disjunctive Factored Four-Way Conditional Restricted Boltzmann Machines. Classifying Patents Based on their Semantic Content. Dialog state tracking, a machine reading approach using Memory Network. A Unified Gender-Aware Age Estimation. Improved Dense Trajecto …

Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning. An empirical analysis of the optimization of deep network loss surfaces. Simple and Efficient Parallelization for Probabilistic Temporal Tensor Factorization. CaMKII activation supports reward-based neural network optimization through Hamiltonian samp …

Modelling Creativity: Identifying Key Components through a Corpus-Based Approach. Computational Drug Repositioning Using Continuous Self-controlled Case Series. Super-resolution reconstruction of hyperspectral images via low rank tensor modeling and total variation regularization. Why is Differential Evolution Better than Grid Search for Tuning Def …

NLP and Online Health Reports: What do we say and what do we mean?. Leveraging coreference to identify arms in medical abstracts: An experimental study. Hybrid methods for ICD-10 coding of death certificates. Learning Latent Local Conversation Modes for Predicting Comment Endorsement in Online Discussions. Jointly learning heterogeneous features fo …

An End-to-End Chinese Discourse Parser with Adaptation to Explicit and Non-explicit Relation Recognition. Short-Dot: Computing Large Linear Transforms Distributedly Using Coded Short Dot Products. A primal-dual method for conic constrained distributed optimization problems. MUTT: Metric Unit TesTing for Language Generation Tasks. Dual Decomposed Le …