Bayesian Kernel and Mutual $k$-Nearest Neighbor Regression. Geometry of Interest (GOI): Spatio-Temporal Destination Extraction and Partitioning in GPS Trajectory Data. Joint Gender Classification and Age Estimation by Nearly Orthogonalizing Their Semantic Spaces. Bidirectional Recurrent Neural Networks for Medical Event Detection in Electronic Heal …

High-Resolution Semantic Labeling with Convolutional Neural Networks. Dense CNN Learning with Equivalent Mappings. Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change. A Focused Dynamic Attention Model for Visual Question Answering. Exploiting Temporal Information for DCNN-based Fine-Grained Object Classifica …

Temporal Model Adaptation for Person Re-Identification. Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition. Correlated-PCA: Principal Components’ Analysis when Data and Noise are Correlated. Habits vs Environment: What really causes asthma?. Covariate conscious approach for G …

Sentiment Analysis of Twitter Data for Predicting Stock Market Movements. Watch What You Just Said: Image Captioning with Text-Conditional Attention. Disentangling factors of variation in deep representations using adversarial training. Large-Scale Kernel Methods for Independence Testing. One-Shot Video Object Segmentation. Deep Label Distribution …

Why comparing survival curves between two prognostic subgroups may be misleading. Deep Learning Algorithms for Signal Recognition in Long Perimeter Monitoring Distributed Fiber Optic Sensors. Inexact Proximal Gradient Methods for Non-convex and Non-smooth Optimization. A Probabilistic Generative Grammar for Semantic Parsing. Effective sparse repres …

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 …

Decision Theory in an Algebraic Setting. Stochastic Quasi-Newton Langevin Monte Carlo. Crowdsourced Outcome Determination in Prediction Markets. A Structured Variational Auto-encoder for Learning Deep Hierarchies of Sparse Features. Heter-LP: A heterogeneous label propagation algorithm and its application in drug repositioning. Ontology-Mediated Qu …

An efficient high-probability algorithm for Linear Bandits. Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions. FAST: A Framework to Accelerate Super-Resolution Processing on Compressed Videos. A Semantic Analyzer for the Comprehension of the Spontaneous Arabic Speech. VRPBench: A Vehicle Routing Benchmark T …

Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering. Apparent Age Estimation Using Ensemble of Deep Learning Models. Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks. Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices. Le …