NeurIPS - arXivDaily 期刊&会议

2305.03097 2024-10-07 cs.LG cs.AI

Federated Ensemble-Directed Offline Reinforcement Learning

Desik Rengarajan, Nitin Ragothaman, Dileep Kalathil, Srinivas Shakkottai

Comments Accepted at NeurIPS 2024

2410.02664 2024-10-04 cs.AI cs.MA

Grounded Answers for Multi-agent Decision-making Problem through Generative World Model

Zeyang Liu, Xinrui Yang, Shiguang Sun, Long Qian, Lipeng Wan, Xingyu Chen, Xuguang Lan

Comments The Thirty-eighth Annual Conference on Neural Information Processing Systems

2410.02527 2024-10-04 cs.CV

Learning from Offline Foundation Features with Tensor Augmentations

Emir Konuk, Christos Matsoukas, Moein Sorkhei, Phitchapha Lertsiravaramet, Kevin Smith

Comments Accepted to the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.02430 2024-10-04 cs.AI cs.CV cs.LG q-bio.NC

Predictive Attractor Models

Ramy Mounir, Sudeep Sarkar

Comments Accepted to NeurIPS 2024

2410.02195 2024-10-04 cs.LG cs.AI cs.CR

BACKTIME: Backdoor Attacks on Multivariate Time Series Forecasting

Xiao Lin, Zhining Liu, Dongqi Fu, Ruizhong Qiu, Hanghang Tong

Comments 23 pages. Neurips 2024

2410.02172 2024-10-04 cs.LG cs.AI stat.ML

Abstract Reward Processes: Leveraging State Abstraction for Consistent Off-Policy Evaluation

Shreyas Chaudhari, Ameet Deshpande, Bruno Castro da Silva, Philip S. Thomas

Comments Accepted at the Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.01926 2024-10-04 cs.LG

MARPLE: A Benchmark for Long-Horizon Inference

Emily Jin, Zhuoyi Huang, Jan-Philipp Fränken, Weiyu Liu, Hannah Cha, Erik Brockbank, Sarah Wu, Ruohan Zhang, Jiajun Wu, Tobias Gerstenberg

Comments NeurIPS 2024. First two authors contributed equally. Project page: https://marple-benchmark.github.io/

2406.10455 2024-10-04 cs.CV cs.LG

CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference

Shayan Shekarforoush, David B. Lindell, Marcus A. Brubaker, David J. Fleet

Comments NeurIPS 2024, Project webpage: https://shekshaa.github.io/semi-amortized-cryoem

2406.00147 2024-10-04 cs.GT cs.LG econ.TH

Fair Allocation in Dynamic Mechanism Design

Alireza Fallah, Michael I. Jordan, Annie Ulichney

Comments A shorter conference version has been accepted at the Advances in Neural Information Processing Systems (NeurIPS) 2024

2405.14394 2024-10-04 cs.CL cs.AI

Instruction Tuning With Loss Over Instructions

Zhengyan Shi, Adam X. Yang, Bin Wu, Laurence Aitchison, Emine Yilmaz, Aldo Lipani

Comments NeurIPS 2024. Code is available at https://github.com/ZhengxiangShi/InstructionModelling

2401.13858 2024-10-04 cs.LG q-bio.BM

Graph Diffusion Transformers for Multi-Conditional Molecular Generation

Gang Liu, Jiaxin Xu, Tengfei Luo, Meng Jiang

Comments Accepted by NeurIPS 2024 (Oral). 21 pages, 11 figures, 8 tables

2410.01649 2024-10-03 cs.LG cs.AI

shapiq: Shapley Interactions for Machine Learning

Maximilian Muschalik, Hubert Baniecki, Fabian Fumagalli, Patrick Kolpaczki, Barbara Hammer, Eyke Hüllermeier

Comments NeurIPS 2024

2409.19952 2024-10-03 cs.CV

Image Copy Detection for Diffusion Models

Wenhao Wang, Yifan Sun, Zhentao Tan, Yi Yang

Comments Accepted by NeurIPS 2024

2409.19734 2024-10-03 cs.CV

T2Vs Meet VLMs: A Scalable Multimodal Dataset for Visual Harmfulness Recognition

Chen Yeh, You-Ming Chang, Wei-Chen Chiu, Ning Yu

Comments Accepted to NeurIPS'24 Datasets and Benchmarks Track

2409.19433 2024-10-03 cs.LG cs.AI

RMLR: Extending Multinomial Logistic Regression into General Geometries

Ziheng Chen, Yue Song, Rui Wang, Xiaojun Wu, Nicu Sebe

Comments Accepted to NeurIPS 2024

2408.12186 2024-10-03 stat.ML cs.LG

Transformers are Minimax Optimal Nonparametric In-Context Learners

Juno Kim, Tai Nakamaki, Taiji Suzuki

Comments NeurIPS 2024; 40 pages, 3 figures

2402.15870 2024-10-03 cs.CV

Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting

Ziyi Yang, Xinyu Gao, Yangtian Sun, Yihua Huang, Xiaoyang Lyu, Wen Zhou, Shaohui Jiao, Xiaojuan Qi, Xiaogang Jin

Comments Accepted by NeurIPS 2024

2410.01112 2024-10-03 cs.LG stat.ML

Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits

Shuai Liu, Alex Ayoub, Flore Sentenac, Xiaoqi Tan, Csaba Szepesvári

Comments Neural Information Processing Systems (NeurIPS) 2024

2410.00993 2024-10-03 cs.LG math.OC

Tight Rates for Bandit Control Beyond Quadratics

Y. Jennifer Sun, Zhou Lu

Comments Neurips 2024

2409.19620 2024-10-03 cs.LG cs.AI

DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks

Zeyu Zhang, Lu Li, Shuyan Wan, Sijie Wang, Zhiyi Wang, Zhiyuan Lu, Dong Hao, Wanli Li

Comments NeurIPS 2024

2406.18522 2024-10-03 cs.CV cs.CL

ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation

Shenghai Yuan, Jinfa Huang, Yongqi Xu, Yaoyang Liu, Shaofeng Zhang, Yujun Shi, Ruijie Zhu, Xinhua Cheng, Jiebo Luo, Li Yuan

Comments NeurIPS D&B 2024 (Spotlight)

2405.10938 2024-10-03 cs.LG cs.AI cs.CL stat.ML

Observational Scaling Laws and the Predictability of Language Model Performance

Yangjun Ruan, Chris J. Maddison, Tatsunori Hashimoto

Comments Accepted at NeurIPS 2024 as a spotlight

2408.13659 2024-10-02 cs.LG cs.AI cs.CE q-bio.QM

ReactZyme: A Benchmark for Enzyme-Reaction Prediction

Chenqing Hua, Bozitao Zhong, Sitao Luan, Liang Hong, Guy Wolf, Doina Precup, Shuangjia Zheng

Journal ref 38th Conference on Neural Information Processing Systems (NeurIPS 2024) Track on Datasets and Benchmarks

2408.00760 2024-10-02 cs.CV cs.AI cs.LG

Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention

Susung Hong

Comments Accepted to NeurIPS 2024

2406.19959 2024-10-02 cs.SD eess.AS

RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization

Bing Yang, Changsheng Quan, Yabo Wang, Pengyu Wang, Yujie Yang, Ying Fang, Nian Shao, Hui Bu, Xin Xu, Xiaofei Li

Comments accepted by NIPS 2024

2406.19389 2024-10-02 cs.CV

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding

Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan

Comments NeurIPS-2024. Project page: https://lxtgh.github.io/project/omg_llava/

2405.13766 2024-10-02 math.OC

The Power of Extrapolation in Federated Learning

Hanmin Li, Kirill Acharya, Peter Richtárik

Comments 56 pages, 8 figures, published in NeurIPS 2024

2404.07198 2024-10-02 cs.AI cs.LG

A Foundation Model for Zero-shot Logical Query Reasoning

Mikhail Galkin, Jincheng Zhou, Bruno Ribeiro, Jian Tang, Zhaocheng Zhu

Comments NeurIPS 2024

2403.18079 2024-10-02 cs.GT cs.AI cs.LG

Paths to Equilibrium in Games

Bora Yongacoglu, Gürdal Arslan, Lacra Pavel, Serdar Yüksel

Comments Accepted to NeurIPS 2024

2312.07987 2024-10-02 cs.LG cs.CL cs.NE

SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention

Róbert Csordás, Piotr Piękos, Kazuki Irie, Jürgen Schmidhuber

Comments Accepted to NeurIPS 2024