Obtaining Adjustable Regularization for Free via Iterate Averaging Aug 15, 2020 Open-Ended Question Answering
Code Code Available 0RAF-AU Database: In-the-Wild Facial Expressions with Subjective Emotion Judgement and Objective AU Annotations Aug 12, 2020 Facial Expression Recognition Facial Expression Recognition (FER)
— Unverified 0Transferring Inter-Class Correlation Aug 11, 2020 Open-Ended Question Answering
— Unverified 0Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Aug 11, 2020 Deep Clustering Open-Ended Question Answering
— Unverified 0Quantum versus Classical Generative Modelling in Finance Aug 3, 2020 BIG-bench Machine Learning Open-Ended Question Answering
— Unverified 0UNIPoint: Universally Approximating Point Processes Intensities Jul 28, 2020 Open-Ended Question Answering Point Processes
— Unverified 0Characterizing the Effect of Sentence Context on Word Meanings: Mapping Brain to Behavior Jul 27, 2020 Open-Ended Question Answering Sentence
— Unverified 0Approximately Optimal Binning for the Piecewise Constant Approximation of the Normalized Unexplained Variance (nUV) Dissimilarity Measure Jul 24, 2020 Open-Ended Question Answering Template Matching
— Unverified 0MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint Jul 22, 2020 Domain Adaptation Generative Adversarial Network
— Unverified 0On the Convergence of Reinforcement Learning with Monte Carlo Exploring Starts Jul 21, 2020 Open-Ended Question Answering reinforcement-learning
— Unverified 0Discovering Reinforcement Learning Algorithms Jul 17, 2020 Atari Games Meta-Learning
Code Code Available 1Learn to Propagate Reliably on Noisy Affinity Graphs Jul 17, 2020 Graph Neural Network Open-Ended Question Answering
— Unverified 0How Retroactivity Affects the Behavior of Incoherent Feed-Forward Loops Jul 15, 2020 Open-Ended Question Answering
— Unverified 0Attack of the Tails: Yes, You Really Can Backdoor Federated Learning Jul 9, 2020 Fairness Federated Learning
Code Code Available 1Stochastic Stein Discrepancies Jul 6, 2020 Open-Ended Question Answering
Code Code Available 0Knowledge Distillation Beyond Model Compression Jul 3, 2020 Knowledge Distillation model
— Unverified 0Compositionality and Capacity in Emergent Languages Jul 1, 2020 Open-Ended Question Answering Systematic Generalization
— Unverified 0Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules Jun 30, 2020 image-classification Image Classification
Code Code Available 1Robust Linear Regression: Optimal Rates in Polynomial Time Jun 29, 2020 Open-Ended Question Answering regression
— Unverified 0BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates Jun 25, 2020 Open-Ended Question Answering Survival Analysis
Code Code Available 0Automatic Tuning of Stochastic Gradient Descent with Bayesian Optimisation Jun 25, 2020 Bayesian Optimisation Gaussian Processes
— Unverified 0Graph Neural Network Based Coarse-Grained Mapping Prediction Jun 24, 2020 Clustering Graph Neural Network
Code Code Available 1On the Empirical Neural Tangent Kernel of Standard Finite-Width Convolutional Neural Network Architectures Jun 24, 2020 Open-Ended Question Answering
— Unverified 0Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks Jun 22, 2020 Open-Ended Question Answering PAC learning
— Unverified 0A Bayesian Evaluation Framework for Subjectively Annotated Visual Recognition Tasks Jun 20, 2020 Age Estimation Attribute
Code Code Available 0On the Divergence of Decentralized Non-Convex Optimization Jun 20, 2020 Open-Ended Question Answering
— Unverified 0On Sparsity in Overparametrised Shallow ReLU Networks Jun 18, 2020 Open-Ended Question Answering
— Unverified 0Rethinking the Role of Gradient-Based Attribution Methods for Model Interpretability Jun 16, 2020 Open-Ended Question Answering
Code Code Available 0Fourier Sparse Leverage Scores and Approximate Kernel Learning Jun 12, 2020 Active Learning Open-Ended Question Answering
— Unverified 0DNF-Net: A Neural Architecture for Tabular Data Jun 11, 2020 feature selection Inductive Bias
— Unverified 0The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization Jun 8, 2020 BIG-bench Machine Learning Open-Ended Question Answering
— Unverified 0Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance Jun 6, 2020 Active Learning Attribute
— Unverified 0On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior Jun 2, 2020 Open-Ended Question Answering
Code Code Available 1Would You Like to Hear the News? Investigating Voice-BasedSuggestions for Conversational News Recommendation Jun 2, 2020 News Recommendation Open-Ended Question Answering
— Unverified 0Domain Adaptive Image-to-Image Translation Jun 1, 2020 Image-to-Image Translation Open-Ended Question Answering
— Unverified 0Background Data Resampling for Outlier-Aware Classification Jun 1, 2020 Classification General Classification
Code Code Available 1Neural Networks with Small Weights and Depth-Separation Barriers May 31, 2020 Open-Ended Question Answering
— Unverified 0Fast Learning in Reproducing Kernel Krein Spaces via Signed Measures May 30, 2020 Open-Ended Question Answering
— Unverified 0Syntactic Structure Distillation Pretraining For Bidirectional Encoders May 27, 2020 Knowledge Distillation Language Modeling
— Unverified 0On the Impossibility of Global Convergence in Multi-Loss Optimization May 26, 2020 Open-Ended Question Answering
Code Code Available 0Attention-guided Context Feature Pyramid Network for Object Detection May 23, 2020 Instance Segmentation Object
Code Code Available 1Mathematical analysis and potential therapeutic implications of a novel HIV-1 model of basal and activated transcription in T-cells and macrophages May 22, 2020 Open-Ended Question Answering
— Unverified 0Continuous LWE May 19, 2020 Open-Ended Question Answering
— Unverified 0A Re-Examination of the Evidence used by Hooge et al (2018) "Is human classification by experienced untrained observers a gold standard in fixation detection?" May 13, 2020 Open-Ended Question Answering
— Unverified 0On the Global Convergence Rates of Softmax Policy Gradient Methods May 13, 2020 Open-Ended Question Answering Policy Gradient Methods
— Unverified 0Implicit Regularization in Deep Learning May Not Be Explainable by Norms May 13, 2020 Deep Learning Matrix Completion
Code Code Available 0Rotation-invariant clustering of neuronal responses in primary visual cortex May 1, 2020 Clustering Open-Ended Question Answering
— Unverified 0A Comparison of Explicit and Implicit Proactive Dialogue Strategies for Conversational Recommendation May 1, 2020 Conversational Recommendation Information Retrieval
— Unverified 0Low-rank matrix completion theory via Plucker coordinates Apr 26, 2020 Low-Rank Matrix Completion Matrix Completion
— Unverified 0Learning and Testing Junta Distributions with Subcube Conditioning Apr 26, 2020 Open-Ended Question Answering
— Unverified 0