A Study of Human-Robot Handover through Human-Human Object Transfer
Comments 8 pages, 5 figures, appeared in NeurIPS 2022 Workshop on Human in the Loop Learning
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model
Comments NeurIPS 2023
Intelligent Knee Sleeves: A Real-time Multimodal Dataset for 3D Lower Body Motion Estimation Using Smart Textile
Comments Accepted by Thirty-seventh Conference on Neural Information Processing Systems (Neurips) D&B Track
deep-REMAP: Parameterization of Stellar Spectra Using Regularized Multi-Task Learning
Comments 5 main pages + 2 figures. Accepted to the ML4PS workshop at NeurIPS 2023
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
Comments Accepted at NeurIPS 2023
Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes
Comments Accepted at NeurIPS 2023
Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond $1+α$ Moments
Comments 27 pages, to appear in NeurIPS 2023. Abstract shortened to fit arXiv limit
Fair Polylog-Approximate Low-Cost Hierarchical Clustering
Comments Accepted to NeurIPS '23 (16 pages, 5 figures)
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews
Comments Accepted at NeurIPS 2023 Datasets and Benchmarks Track
Stable Diffusion For Aerial Object Detection
Comments Accepted at NeurIPS 2023 Synthetic Data Generation with Generative AI workshop
Unifying Corroborative and Contributive Attributions in Large Language Models
Comments NeurIPS ATTRIB Workshop 2023
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks
Comments Accepted in NeurIPS 2023. arXiv admin note: text overlap with arXiv:2307.00497
Accelerating Exploration with Unlabeled Prior Data
Comments 25 pages, 16 figures, 37th Conference on Neural Information Processing Systems (NeurIPS 2023)
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF
Comments NeurIPS 2023. Project page: https://numcc.github.io/ Code: https://github.com/sail-sg/numcc
The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks
Comments Accepted by NeurIPS 2023
Rethinking the Backward Propagation for Adversarial Transferability
Comments Accepted by NeurIPS 2023
Mechanism Design for Collaborative Normal Mean Estimation
Comments NeurIPS 2023
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models
Journal ref Advances in Neural Information Processing Systems 36 (NeurIPS 2023)
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
Comments NeurIPS 2023
A Randomized Approach for Tight Privacy Accounting
Comments NeurIPS 2023
Certification of Distributional Individual Fairness
Comments 21 Pages, Neural Information Processing Systems 2023
Incorporating LLM Priors into Tabular Learners
Comments Table Representation Learning Workshop at NeurIPS 2023
Scattering Vision Transformer: Spectral Mixing Matters
Comments Accepted @NeurIPS 2023
Discovering Black Hole Mass Scaling Relations with Symbolic Regression
Comments 9 pages, 3 figures, accepted by NeurIPS 2023 workshop on Machine Learning and the Physical Sciences
Sustainable Concrete via Bayesian Optimization
Comments NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in the Real World
Attribution Patching Outperforms Automated Circuit Discovery
Comments 6 main paper pages, 6 additional pages. NeurIPS 2023 ATTRIB Workshop
A benchmark of categorical encoders for binary classification
Comments To be published in the 37th Conference on Neural Information Processing Systems (NeurIPS 2023) Track on Datasets and Benchmarks
Geometric Algebra Transformer
Comments Published at NeurIPS 2023, implementation available at https://github.com/qualcomm-ai-research/geometric-algebra-transformer . v3: matches camera-ready version
Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets
Comments Accepted by NeurIPS 2023 as spotlight
Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning
Comments To be presented at the Seventh Workshop on Generalization in Planning at the NeurIPS 2023 conference
