Spatial-Angular Interaction for Light Field Image Super-Resolution. Sub-event detection from Twitter streams as a sequence labeling problem. On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems. DC3 – A Diagnostic Case Challenge Collection for Clinical Decision Support. Deep CNN-based Speech Balloon D …

Fast and Optimal Laplacian Solver for Gradient-Domain Image Editing using Green Function Convolution. Lifelong learning for text retrieval and recognition in historical handwritten document collections. Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals. IC-Network: An Inter-layer Collision Ne …

Deciphering Dynamical Nonlinearities in Short Time Series Using Recurrent Neural Networks. Learning Functions over Sets via Permutation Adversarial Networks. Rethinking Full Connectivity in Recurrent Neural Networks. REBEC: Robust Evolutionary-based Calibration Approach for the Numerical Wind Wave Model. Semi-Supervised Medical Image Segmentation v …

Taming Momentum in a Distributed Asynchronous Environment. End-to-End Visual Speech Recognition for Small-Scale Datasets. Radial and Directional Posteriors for Bayesian Neural Networks. Discretization based Solutions for Secure Machine Learning against Adversarial Attacks. Pure Exploration with Multiple Correct Answers. A Ranking Model Motivated by …

Survey of Dropout Methods for Deep Neural Networks. Deep learning for image segmentation-a short survey. Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting. Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data. N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Info …

An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction. A Maximum Entropy approach to Massive Graph Spectra. Continuous Speech Recognition using EEG and Video. Combining Deep Learning and Model-Based Methods for Robust Real-Time Semantic Landmark Detection. Coercing Machine Learning to Output Physically …

OtoMechanic: Auditory Automobile Diagnostics via Query-by-Example. Questions to Guide the Future of Artificial Intelligence Research. Optimal Function Approximation with Relu Neural Networks. Adversarial Analysis of Natural Language Inference Systems. Inferring and Improving Street Maps with Data-Driven Automation. Weakly-Supervised Completion Mome …

GA-GAN: CT reconstruction from Biplanar DRRs using GAN with Guided Attention. Smart Ternary Quantization. Separable Convolutional Eigen-Filters (SCEF): Building Efficient CNNs Using Redundancy Analysis. Improving Catheter Segmentation & Localization in 3D Cardiac Ultrasound Using Direction-Fused FCN. PCONV: The Missing but Desirable Sparsity in DNN …