M4CD: A Robust Change Detection Method for Intelligent Visual Surveillance. Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum. Distribution-Free Uncertainty Quantification for Kernel Methods by Gradient Perturbations. Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds. ORGaNICs: A Theory of Workin …

Partitioned Variational Inference: A unified framework encompassing federated and continual learning. BALSON: Bayesian Least Squares Optimization with Nonnegative L1-Norm Constraint. Global Search with Bernoulli Alternation Kernel for Task-oriented Grasping Informed by Simulation. The Barbados 2018 List of Open Issues in Continual Learning. Closed- …

Regularizing Neural Machine Translation by Target-bidirectional Agreement. Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search. American Sign Language fingerspelling recognition in the wild. Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes. Unsupervised Lear …

Machine Learning Analysis of Heterogeneity in the Effect of Student Mindset Interventions. A survey of advances in epistemic logic program solvers. Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search. On Learning Markov Chains. Event-triggered Natural Hazard Monitoring with Convolutional Neural Networks on t …

Video-based Sign Language Recognition without Temporal Segmentation. Learning Tree Distributions by Hidden Markov Models. GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks. Synthesizing Programs for Images using Reinforced Adversarial Learning. Stochastic Combinatorial Ensembles for Defendi …

SACR: A Drag-and-Drop Based Tool for Coreference Annotation. Learning to Map Natural Language Statements into Knowledge Base Representations for Knowledge Base Construction. Translation Crowdsourcing: Creating a Multilingual Corpus of Online Educational Content. Preserving Workflow Reproducibility: The RePlay-DH Client as a Tool for Process Documen …

HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization. Neural Sign Language Translation. Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline. MGAN: Training Generative Adversarial Nets with Multiple Generators. Evaluation Phonemic Transcription of Low-Resource Tonal Languages for Language …