3PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies May 31, 2022 Open-Ended Question Answering
— Unverified 0Most Equitable Voting Rules May 30, 2022 Fairness Open-Ended Question Answering
— Unverified 0Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training May 28, 2022 3D Object Detection 3D Point Cloud Classification
Code Code Available 2kNN-Prompt: Nearest Neighbor Zero-Shot Inference May 27, 2022 Domain Adaptation Language Modelling
Code Code Available 1HOUDINI: Escaping from Moderately Constrained Saddles May 27, 2022 Open-Ended Question Answering
— Unverified 0Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently May 25, 2022 Open-Ended Question Answering
— Unverified 0Beyond EM Algorithm on Over-specified Two-Component Location-Scale Gaussian Mixtures May 23, 2022 Open-Ended Question Answering parameter estimation
— Unverified 0POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning May 23, 2022 Open-Ended Question Answering reinforcement-learning
— Unverified 0Towards biologically plausible Dreaming and Planning in recurrent spiking networks May 20, 2022 Autonomous Driving Model-based Reinforcement Learning
Code Code Available 0Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization May 20, 2022 Memorization Open-Ended Question Answering
— Unverified 0Learning Progress Driven Multi-Agent Curriculum May 20, 2022 Multi-agent Reinforcement Learning Open-Ended Question Answering
Code Code Available 0The First Optimal Acceleration of High-Order Methods in Smooth Convex Optimization May 19, 2022 Open-Ended Question Answering
Code Code Available 1Pareto-Optimal Fairness-Utility Amortizations in Rankings with a DBN Exposure Model May 16, 2022 Fairness Open-Ended Question Answering
— Unverified 0Bacteriophage effect on parasitism resistance May 6, 2022 Open-Ended Question Answering
— Unverified 0Language Models Can See: Plugging Visual Controls in Text Generation May 5, 2022 Image Captioning Image-text matching
Code Code Available 2Modality-specific Learning Rates for Effective Multimodal Additive Late-fusion May 1, 2022 Open-Ended Question Answering
— Unverified 0Testing the Ability of Language Models to Interpret Figurative Language Apr 26, 2022 Open-Ended Question Answering
Code Code Available 1Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation Apr 25, 2022 Open-Ended Question Answering
— Unverified 0A Computational Theory of Learning Flexible Reward-Seeking Behavior with Place Cells Apr 22, 2022 MuJoCo Open-Ended Question Answering
— Unverified 0Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity Apr 19, 2022 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
— Unverified 0Topology and geometry of data manifold in deep learning Apr 19, 2022 Deep Learning Face Recognition
— Unverified 0Cross-view Brain Decoding Apr 18, 2022 Brain Decoding Image Captioning
— Unverified 0Context-Aware Language Modeling for Goal-Oriented Dialogue Systems Apr 18, 2022 Goal-Oriented Dialogue Systems Language Modeling
— Unverified 0Improving Passage Retrieval with Zero-Shot Question Generation Apr 15, 2022 Language Modeling Language Modelling
Code Code Available 1The comparative statics of persuasion Apr 14, 2022 Open-Ended Question Answering
— Unverified 0A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition Apr 11, 2022 Contrastive Learning Low Resource Named Entity Recognition
Code Code Available 1Data-Centric Green AI: An Exploratory Empirical Study Apr 6, 2022 Open-Ended Question Answering
Code Code Available 0Model Predictive Control for Fluid Human-to-Robot Handovers Mar 31, 2022 Model Predictive Control Open-Ended Question Answering
— Unverified 0Compositional optimization of quantum circuits for quantum kernels of support vector machines Mar 25, 2022 Bayesian Optimization BIG-bench Machine Learning
— Unverified 0Stability and Risk Bounds of Iterative Hard Thresholding Mar 17, 2022 compressed sensing Open-Ended Question Answering
— Unverified 0X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation Mar 16, 2022 object-detection Object Detection
— Unverified 0Occlusion Fields: An Implicit Representation for Non-Line-of-Sight Surface Reconstruction Mar 16, 2022 Open-Ended Question Answering Surface Reconstruction
— Unverified 0The Structured Abstain Problem and the Lovász Hinge Mar 16, 2022 Binary Classification Image Segmentation
— Unverified 0Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Mar 15, 2022 Active Learning Classification
Code Code Available 1Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization Mar 15, 2022 Open-Ended Question Answering
— Unverified 0Few-Sample Traffic Prediction with Graph Networks using Locale as Relational Inductive Biases Mar 8, 2022 Management Open-Ended Question Answering
Code Code Available 1HEAR: Holistic Evaluation of Audio Representations Mar 6, 2022 Open-Ended Question Answering
Code Code Available 1A Characterization of Multiclass Learnability Mar 3, 2022 Learning Theory Open-Ended Question Answering
— Unverified 0Fault-Tolerant Neural Networks from Biological Error Correction Codes Feb 25, 2022 Open-Ended Question Answering
— Unverified 0M2I: From Factored Marginal Trajectory Prediction to Interactive Prediction Feb 24, 2022 Open-Ended Question Answering Prediction
Code Code Available 2Parameterized Intractability for Multi-Winner Election under the Chamberlin-Courant Rule and the Monroe Rule Feb 24, 2022 Open-Ended Question Answering
— Unverified 0Overcoming a Theoretical Limitation of Self-Attention Feb 24, 2022 LEMMA Machine Translation
Code Code Available 0Dissecting graph measure performance for node clustering in LFR parameter space Feb 20, 2022 Clustering Node Clustering
Code Code Available 1Partially Fake Audio Detection by Self-attention-based Fake Span Discovery Feb 14, 2022 Open-Ended Question Answering Question Answering
— Unverified 0Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam Feb 12, 2022 Open-Ended Question Answering
— Unverified 0On characterizations of learnability with computable learners Feb 10, 2022 Open-Ended Question Answering
— Unverified 0Complexity of Arithmetic in Warded Datalog+- Feb 10, 2022 Descriptive Knowledge Graphs
— Unverified 0A hypothesis-driven method based on machine learning for neuroimaging data analysis Feb 9, 2022 BIG-bench Machine Learning Experimental Design
— Unverified 0Machine Explanations and Human Understanding Feb 8, 2022 Decision Making Open-Ended Question Answering
Code Code Available 1Width is Less Important than Depth in ReLU Neural Networks Feb 8, 2022 Open-Ended Question Answering
— Unverified 0