A Growing Long-term Episodic & Semantic Memory. Co-Occuring Directions Sketching for Approximate Matrix Multiply. A Closed Form Solution to Multi-View Low-Rank Regression. From quantum foundations via natural language meaning to a theory of everything. Semantic Parsing with Semi-Supervised Sequential Autoencoders. Generating Binary Tags for Fast Me …

Compressive K-means. Should Terminology Principles be re-examined?. The Univariate Flagging Algorithm (UFA): a Fully-Automated Approach for Identifying Optimal Thresholds in Data. Modeling the Sequence of Brain Volumes by Local Mesh Models for Brain Decoding. Online Rules for Control of False Discovery Rate and False Discovery Exceedance. Dynamical …

UMDFaces: An Annotated Face Dataset for Training Deep Networks. Towards end-to-end optimisation of functional image analysis pipelines. A Chain-Detection Algorithm for Two-Dimensional Grids. Defensive Player Classification in the National Basketball Association. Jansen-MIDAS: a multi-level photomicrograph segmentation software based on isotropic un …

Segmentation and Classification of Skin Lesions for Disease Diagnosis. Social Behavior Prediction from First Person Videos. Interactive Spoken Content Retrieval by Deep Reinforcement Learning. Ceteris paribus logic in counterfactual reasoning. Fast Task-Specific Target Detection via Graph Based Constraints Representation and Checking. Collaborative …

The Mythos of Model Interpretability. Understanding Probabilistic Sparse Gaussian Process Approximations. Structured Stochastic Linear Bandits. Social-sparsity brain decoders: faster spatial sparsity. Distributed Hessian-Free Optimization for Deep Neural Network. Reward Augmented Maximum Likelihood for Neural Structured Prediction. Finding the diff …