Two Local Models for Neural Constituent Parsing. Detecting Malicious PowerShell Commands using Deep Neural Networks. Data Augmentation using Random Image Cropping and Patching for Deep CNNs. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. Shift-Net: Image Inpainting via Deep Feature Rearrangement. DeepFlux for Skele …

Identifiability of Nonparametric Mixture Models and Bayes Optimal Clustering. Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension. Building a Neural Semantic Parser from a Domain Ontology. Mixed-Stationary Gaussian Process for Flexible Non-Stationary Modeling of Spatial Outcomes. Self-Su …

A Comprehensive Survey of Deep Learning for Image Captioning. Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention. Arianna+: Scalable Human Activity Recognition by Reasoning with a Network of Ontologies. Linear Span Network for Object Skeleton Detection. State-space analysis of an Ising model reveal …