Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization. 4D Multi-atlas Label Fusion using Longitudinal Images. Tartan: Accelerating Fully-Connected and Convolutional Layers in Deep Learning Networks by Exploiting Numerical Precision Variability. Going Deeper with Semantics: Video Activity Interpretation using Semant …

A Novel Approach to Artistic Textual Visualization via GAN. A Variational EM Method for Pole-Zero Modeling of Speech with Mixed Block Sparse and Gaussian Excitation. Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations. Methods for applying the Neural Engineering Framework to neuromorphic hardware. Automatic Breast U …

Learning multiple visual domains with residual adapters. Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors. Containment for Rule-Based Ontology-Mediated Queries. Learning Generative Models with Sinkhorn Divergences. Security Evaluation of Pattern Classifiers under Attack. Deceased Organ Matching in Australia. Activ …

Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning. CatBoost: unbiased boosting with categorical features. Rethinking Feature Discrimination and Polymerization for Large-scale Recognition. Generating Sentences by Editing Prototypes. EnzyNet: enzyme classification using 3D convolutional neural networ …

Entity Linking with people entity on Wikipedia. Coplanar Repeats by Energy Minimization. Representation Learning by Learning to Count. Energy-based Models for Video Anomaly Detection. Discriminatively Learned Hierarchical Rank Pooling Networks. Successive Embedding and Classification Loss for Aerial Image Classification. A discriminative view of MR …

Growth-Optimal Portfolio Selection under CVaR Constraints. Morphological Error Detection in 3D Segmentations. Nonlinear Sequential Accepts and Rejects for Identification of Top Arms in Stochastic Bandits. ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases. Data-Driven Synthesis of Smoke Flows with CNN-based Feature …

Identification of Probabilities. Multi-Task Learning of Keyphrase Boundary Classification. Automatic Estimation of Ice Bottom Surfaces from Radar Imagery. Recurrent Segmentation for Variable Computational Budgets. Cosmological model discrimination with Deep Learning. Boosting Dilated Convolutional Networks with Mixed Tensor Decompositions. Graph Co …