Distilling Knowledge Learned in BERT for Text Generation Nov 10, 2019 Language Modeling Language Modelling
Code Code Available 0A comparison of end-to-end models for long-form speech recognition Nov 6, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Relative Maximum Likelihood Updating of Ambiguous Beliefs Nov 6, 2019 Open-Ended Question Answering
— Unverified 0Sample Complexity of Learning Mixtures of Sparse Linear Regressions Oct 30, 2019 compressed sensing Open-Ended Question Answering
— Unverified 0Hyperbolic Node Embedding for Signed Networks Oct 29, 2019 Network Embedding Open-Ended Question Answering
— Unverified 0TRB: A Novel Triplet Representation for Understanding 2D Human Body Oct 25, 2019 Conditional Image Generation Image Generation
Code Code Available 0Capacity, Bandwidth, and Compositionality in Emergent Language Learning Oct 24, 2019 Open-Ended Question Answering Systematic Generalization
Code Code Available 0gradSLAM: Automagically differentiable SLAM Oct 23, 2019 Open-Ended Question Answering Representation Learning
Code Code Available 0Intelligence via ultrafilters: structural properties of some intelligence comparators of deterministic Legg-Hutter agents Oct 22, 2019 Open-Ended Question Answering
— Unverified 0hv-Block Cross Validation is not a BIBD: a Note on the Paper by Jeff Racine (2000) Oct 20, 2019 Model Selection Open-Ended Question Answering
— Unverified 0Nonrobustness of asymptotic stability of impulsive systems with inputs Oct 16, 2019 Open-Ended Question Answering
— Unverified 0Active Learning for Graph Neural Networks via Node Feature Propagation Oct 16, 2019 Active Learning Clustering
— Unverified 0Thompson Sampling in Non-Episodic Restless Bandits Oct 12, 2019 Open-Ended Question Answering Thompson Sampling
— Unverified 0How does the Mind store Information? Oct 3, 2019 Open-Ended Question Answering
— Unverified 0On Universal Approximation by Neural Networks with Uniform Guarantees on Approximation of Infinite Dimensional Maps Oct 3, 2019 Open-Ended Question Answering
— Unverified 0Towards a Metric for Automated Conversational Dialogue System Evaluation and Improvement Sep 26, 2019 Open-Ended Question Answering Reinforcement Learning
— Unverified 0Active Learning Graph Neural Networks via Node Feature Propagation Sep 25, 2019 Active Learning Node Classification
— Unverified 0Model-free Learning Control of Nonlinear Stochastic Systems with Stability Guarantee Sep 25, 2019 continuous-control Continuous Control
— Unverified 0Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks Sep 25, 2019 Open-Ended Question Answering
— Unverified 0Where is the Information in a Deep Network? Sep 25, 2019 Open-Ended Question Answering
— Unverified 0Coresets for Accelerating Incremental Gradient Methods Sep 25, 2019 Open-Ended Question Answering
— Unverified 0FENCE: Feasible Evasion Attacks on Neural Networks in Constrained Environments Sep 23, 2019 domain classification Feature Engineering
Code Code Available 0Slices of Attention in Asynchronous Video Job Interviews Sep 19, 2019 Deep Learning Feature Engineering
— Unverified 0A Guaranteed Convergence Analysis for the Projected Fast Iterative Soft-Thresholding Algorithm in Parallel MRI Sep 17, 2019 compressed sensing Open-Ended Question Answering
— Unverified 0DashNet: A Hybrid Artificial and Spiking Neural Network for High-speed Object Tracking Sep 15, 2019 Object Tracking Open-Ended Question Answering
— Unverified 0Kernel absolute summability is only sufficient for RKHS stability Sep 5, 2019 Open-Ended Question Answering
— Unverified 0Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control Sep 4, 2019 Decision Making Open-Ended Question Answering
Code Code Available 0An Open-Source Framework for Adaptive Traffic Signal Control Sep 1, 2019 Open-Ended Question Answering Reinforcement Learning
Code Code Available 0Ensemble-Based Deep Reinforcement Learning for Chatbots Aug 27, 2019 Chatbot Clustering
— Unverified 0Encoder-Agnostic Adaptation for Conditional Language Generation Aug 19, 2019 Conditional Text Generation Language Modeling
Code Code Available 0Chromosomal rearrangements as a source of new gene formation in Drosophila yakuba Aug 15, 2019 Open-Ended Question Answering
— Unverified 0Neural Machine Translation with Noisy Lexical Constraints Aug 13, 2019 Machine Translation Open-Ended Question Answering
— Unverified 0Deep Video Precoding Aug 2, 2019 Open-Ended Question Answering
— Unverified 0Weakly deterministic transformations are subregular Aug 1, 2019 Open-Ended Question Answering
— Unverified 0Can Machine Learning Identify Governing Laws For Dynamics in Complex Engineered Systems ? : A Study in Chemical Engineering Jul 18, 2019 BIG-bench Machine Learning Open-Ended Question Answering
— Unverified 0What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? Jul 18, 2019 Dependency Parsing Diagnostic
Code Code Available 0A Neural Network Detector for Spectrum Sensing under Uncertainties Jul 15, 2019 Open-Ended Question Answering
— Unverified 0Computational Concentration of Measure: Optimal Bounds, Reductions, and More Jul 11, 2019 Open-Ended Question Answering
— Unverified 0Global Aggregations of Local Explanations for Black Box models Jul 5, 2019 Decision Making Open-Ended Question Answering
— Unverified 0Benchmarking Model-Based Reinforcement Learning Jul 3, 2019 Benchmarking model
Code Code Available 0Distribution-Independent PAC Learning of Halfspaces with Massart Noise Jun 24, 2019 Open-Ended Question Answering PAC learning
— Unverified 0Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs Jun 24, 2019 Negation Open-Ended Question Answering
— Unverified 0Is the Policy Gradient a Gradient? Jun 17, 2019 Open-Ended Question Answering Policy Gradient Methods
— Unverified 0Augmenting Neural Networks with First-order Logic Jun 14, 2019 Chunking Natural Language Inference
Code Code Available 0Scalable Syntax-Aware Language Models Using Knowledge Distillation Jun 14, 2019 Knowledge Distillation Language Modeling
— Unverified 0Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations Jun 10, 2019 Open-Ended Question Answering
— Unverified 0Enhancing Gradient-based Attacks with Symbolic Intervals Jun 5, 2019 Open-Ended Question Answering
— Unverified 0Evaluating Explanation Methods for Deep Learning in Security Jun 5, 2019 Computer Security Deep Learning
Code Code Available 0Autonomous Reinforcement Learning of Multiple Interrelated Tasks Jun 4, 2019 Open-Ended Question Answering reinforcement-learning
— Unverified 0Average-case Analysis of the Assignment Problem with Independent Preferences Jun 1, 2019 Open-Ended Question Answering
— Unverified 0