NeurIPS - arXivDaily 期刊&会议

2410.23629 2024-11-04 cs.CV cs.AI cs.HC

Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation

Kyungjin Seo, Junghoon Seo, Hanseok Jeong, Sangpil Kim, Sang Ho Yoon

Comments Accepted to NeurIPS 2024. Project Page Link: https://pimforce.hcitech.org/

2410.23495 2024-11-04 cs.LG cs.AI

DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity

Baekrok Shin, Junsoo Oh, Hanseul Cho, Chulhee Yun

Comments Published at NeurIPS 2024

2410.23126 2024-11-04 stat.ML cs.AI cs.LG cs.NE

Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes

Jerry Yao-Chieh Hu, Dennis Wu, Han Liu

Comments Accepted at NeurIPS 2024. v2 fixed typos and expanded related work discussion

2410.20474 2024-11-04 cs.CV

GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation

Phillip Y. Lee, Taehoon Yoon, Minhyuk Sung

Comments Accepted to NeurIPS 2024. Project Page: https://groundit-diffusion.github.io/

2410.20290 2024-11-04 cs.CL

Fast Best-of-N Decoding via Speculative Rejection

Hanshi Sun, Momin Haider, Ruiqi Zhang, Huitao Yang, Jiahao Qiu, Ming Yin, Mengdi Wang, Peter Bartlett, Andrea Zanette

Comments NeurIPS 2024

2410.19400 2024-11-04 cs.LG cs.AI

Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression

Yixiu Mao, Qi Wang, Chen Chen, Yun Qu, Xiangyang Ji

Comments Accepted to NeurIPS 2024

2409.20553 2024-11-04 cs.AI

Maia-2: A Unified Model for Human-AI Alignment in Chess

Zhenwei Tang, Difan Jiao, Reid McIlroy-Young, Jon Kleinberg, Siddhartha Sen, Ashton Anderson

Comments Accepted @ NeurIPS 2024

2409.20012 2024-11-04 cs.CL cs.AI cs.MM

Towards Robust Multimodal Sentiment Analysis with Incomplete Data

Haoyu Zhang, Wenbin Wang, Tianshu Yu

Comments Accepted to NeurIPS 2024

2409.09313 2024-11-04 cs.CV cs.NA math.NA math.OC

Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor

Daniel Miao, Gilad Lerman, Joe Kileel

Comments 33 pages, 3 figures. Accepted at NeurIPS 2024

2409.00894 2024-11-04 cs.LG stat.ML

Improving Adaptivity via Over-Parameterization in Sequence Models

Yicheng Li, Qian Lin

Comments NeurIPS 2024 poster

2407.14094 2024-11-04 cs.IR cs.CY cs.GT cs.LG

User-Creator Feature Polarization in Recommender Systems with Dual Influence

Tao Lin, Kun Jin, Andrew Estornell, Xiaoying Zhang, Yiling Chen, Yang Liu

Comments Accepted by NeurIPS 2024

2407.13623 2024-11-04 cs.CL cs.AI

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Chaofan Tao, Qian Liu, Longxu Dou, Niklas Muennighoff, Zhongwei Wan, Ping Luo, Min Lin, Ngai Wong

Comments NeurIPS 2024

2407.08571 2024-11-04 cs.AI cs.IR cs.IT cs.LG math.IT stat.ML

Multi-Group Proportional Representation in Retrieval

Alex Oesterling, Claudio Mayrink Verdun, Carol Xuan Long, Alexander Glynn, Lucas Monteiro Paes, Sajani Vithana, Martina Cardone, Flavio P. Calmon

Comments 48 pages, 33 figures. Accepted as poster at NeurIPS 2024. Code can be found at https://github.com/alex-oesterling/multigroup-proportional-representation

2407.06192 2024-11-04 cs.CV cs.AI cs.CL

Multi-Object Hallucination in Vision-Language Models

Xuweiyi Chen, Ziqiao Ma, Xuejun Zhang, Sihan Xu, Shengyi Qian, Jianing Yang, David F. Fouhey, Joyce Chai

Comments Accepted to NeurIPS 2024 | Project page: https://multi-object-hallucination.github.io/

2406.18451 2024-11-04 cs.LG cs.AI cs.CV

Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers

Jonas Ngnawé, Sabyasachi Sahoo, Yann Pequignot, Frédéric Precioso, Christian Gagné

Comments 10 pages, 6 figures, 2 tables. Version Update: Neurips Camera Ready

2406.17763 2024-11-04 cs.LG cs.AI cs.CV cs.NA math.NA

DiffusionPDE: Generative PDE-Solving Under Partial Observation

Jiahe Huang, Guandao Yang, Zichen Wang, Jeong Joon Park

Comments NeurIPS 2024. Project page: https://jhhuangchloe.github.io/Diffusion-PDE/

2406.13770 2024-11-04 cs.LG cs.AI cs.CL cs.CV stat.ML

Elliptical Attention

Stefan K. Nielsen, Laziz U. Abdullaev, Rachel S. Y. Teo, Tan M. Nguyen

Comments 10 pages in the main text. Published at NeurIPS 2024. The code is available at https://github.com/stefvk/Elliptical-Attention

2406.09371 2024-11-04 cs.CV cs.LG

LRM-Zero: Training Large Reconstruction Models with Synthesized Data

Desai Xie, Sai Bi, Zhixin Shu, Kai Zhang, Zexiang Xu, Yi Zhou, Sören Pirk, Arie Kaufman, Xin Sun, Hao Tan

Comments 23 pages, 8 figures. Our code and interactive visualization are available at: https://desaixie.github.io/lrm-zero/. v2: NeurIPS 2024 Camera Ready version

2406.06976 2024-11-04 cs.LG cs.AI

Discrete Dictionary-based Decomposition Layer for Structured Representation Learning

Taewon Park, Hyun-Chul Kim, Minho Lee

Comments Published in NeurIPS 2024

2406.06407 2024-11-04 cs.LG cs.CY

A Taxonomy of Challenges to Curating Fair Datasets

Dora Zhao, Morgan Klaus Scheuerman, Pooja Chitre, Jerone T. A. Andrews, Georgia Panagiotidou, Shawn Walker, Kathleen H. Pine, Alice Xiang

Comments NeurIPS Datasets & Benchmarks 2024 (Oral)

2406.04744 2024-11-04 cs.CL

CRAG -- Comprehensive RAG Benchmark

Xiao Yang, Kai Sun, Hao Xin, Yushi Sun, Nikita Bhalla, Xiangsen Chen, Sajal Choudhary, Rongze Daniel Gui, Ziran Will Jiang, Ziyu Jiang, Lingkun Kong, Brian Moran, Jiaqi Wang, Yifan Ethan Xu, An Yan, Chenyu Yang, Eting Yuan, Hanwen Zha, Nan Tang, Lei Chen, Nicolas Scheffer, Yue Liu, Nirav Shah, Rakesh Wanga, Anuj Kumar, Wen-tau Yih, Xin Luna Dong

Comments NeurIPS 2024 Datasets and Benchmarks Track

2406.01006 2024-11-04 cs.CL cs.AI cs.SE

SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning

Yangruibo Ding, Jinjun Peng, Marcus J. Min, Gail Kaiser, Junfeng Yang, Baishakhi Ray

Comments NeurIPS 2024 Camera-ready

2405.20763 2024-11-04 cs.LG math.OC stat.ML

Improving Generalization and Convergence by Enhancing Implicit Regularization

Mingze Wang, Jinbo Wang, Haotian He, Zilin Wang, Guanhua Huang, Feiyu Xiong, Zhiyu Li, Weinan E, Lei Wu

Comments 44 pages, accepted by NeurIPS 2024

2405.19690 2024-11-04 cs.LG cs.AI

Diffusion Policies creating a Trust Region for Offline Reinforcement Learning

Tianyu Chen, Zhendong Wang, Mingyuan Zhou

Comments NeurIPS 2024

2405.18781 2024-11-04 cs.LG stat.ML

On the Role of Attention Masks and LayerNorm in Transformers

Xinyi Wu, Amir Ajorlou, Yifei Wang, Stefanie Jegelka, Ali Jadbabaie

Comments NeurIPS 2024. Fixed errors in v1 and added new remarks

2405.17673 2024-11-04 cs.CV cs.LG stat.ML

Fast Samplers for Inverse Problems in Iterative Refinement Models

Kushagra Pandey, Ruihan Yang, Stephan Mandt

Comments 43 pages, NeurIPS'24 Camera Ready

2405.16978 2024-11-04 cs.LG cs.CR

OSLO: One-Shot Label-Only Membership Inference Attacks

Yuefeng Peng, Jaechul Roh, Subhransu Maji, Amir Houmansadr

Comments To appear at NeurIPS 2024

2405.16405 2024-11-04 cs.LG cs.AI

Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level

Runlin Lei, Yuwei Hu, Yuchen Ren, Zhewei Wei

Comments Accepted by NeurIPS 2024

2405.15880 2024-11-04 cs.PL cs.AI

HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis

Shraddha Barke, Emmanuel Anaya Gonzalez, Saketh Ram Kasibatla, Taylor Berg-Kirkpatrick, Nadia Polikarpova

Comments Accepted at NeurIPS 2024

2405.15677 2024-11-04 cs.RO cs.CV

SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction

Wei Wu, Xiaoxin Feng, Ziyan Gao, Yuheng Kan

Comments Accepted by NeurIPS 2024