NeurIPS - arXivDaily 期刊&会议

2410.23498 2024-11-01 cs.LG cs.AI stat.ML

Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithm

Sattar Vakili, Julia Olkhovskaya

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

2410.23461 2024-11-01 cs.LG

Transformation-Invariant Learning and Theoretical Guarantees for OOD Generalization

Omar Montasser, Han Shao, Emmanuel Abbe

Comments To appear in NeurIPS 2024

2410.23451 2024-11-01 cs.LG

Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints

Jay Bear, Adam Prügel-Bennett, Jonathon Hare

Comments 10 pages (main body), 26 pages (total), 13 figures, 3 tables, submitted to the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.23405 2024-11-01 cs.LG cond-mat.mtrl-sci cs.AI stat.ML

FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions

Anuroop Sriram, Benjamin Kurt Miller, Ricky T. Q. Chen, Brandon M. Wood

Journal ref NeurIPS 2024

2410.23227 2024-11-01 cs.LG

(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning

Seungjoo Lee, Thanh-Long V. Le, Jaemin Shin, Sung-Ju Lee

Comments Accepted to NeurIPS 2024

2410.22938 2024-11-01 eess.SY cs.AI cs.LG cs.SY

DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data

Hanyang Chen, Yang Jiang, Shengnan Guo, Xiaowei Mao, Youfang Lin, Huaiyu Wan

Comments Accepted by NeurIPS 2024

2410.22817 2024-11-01 cs.CV

Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis

Zhiyuan Min, Yawei Luo, Jianwen Sun, Yi Yang

Comments NeurIPS 2024

2410.22806 2024-11-01 cs.LG cs.DM

MILP-StuDio: MILP Instance Generation via Block Structure Decomposition

Haoyang Liu, Jie Wang, Wanbo Zhang, Zijie Geng, Yufei Kuang, Xijun Li, Bin Li, Yongdong Zhang, Feng Wu

Comments Published in the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.22637 2024-11-01 cs.LG cs.CV

Consistency Diffusion Bridge Models

Guande He, Kaiwen Zheng, Jianfei Chen, Fan Bao, Jun Zhu

Comments NeurIPS 2024

2410.22133 2024-11-01 cs.LG

Learning Successor Features the Simple Way

Raymond Chua, Arna Ghosh, Christos Kaplanis, Blake A. Richards, Doina Precup

Comments Main Paper: 10 pages and 8 figures. Accepted at Neural Information Processing Systems (NeurIPS) 2024

2410.21352 2024-11-01 cs.CL cs.AI

LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment

Ge Yang, Changyi He, Jinyang Guo, Jianyu Wu, Yifu Ding, Aishan Liu, Haotong Qin, Pengliang Ji, Xianglong Liu

Comments Accepted by NeurIPS 2024 Datasets and Benchmarks Track

2410.21076 2024-11-01 astro-ph.IM astro-ph.HE cs.LG gr-qc

Accelerated Bayesian parameter estimation and model selection for gravitational waves with normalizing flows

Alicja Polanska, Thibeau Wouters, Peter T. H. Pang, Kaze K. W. Wong, Jason D. McEwen

Comments accepted to NeurIPS 2024 workshop on Machine Learning and the Physical Sciences

2410.20927 2024-11-01 cs.RO

VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions

Guanyan Chen, Meiling Wang, Te Cui, Yao Mu, Haoyang Lu, Tianxing Zhou, Zicai Peng, Mengxiao Hu, Haizhou Li, Yuan Li, Yi Yang, Yufeng Yue

Comments accepted for publication in the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.20745 2024-11-01 cs.LG cs.AI

Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models

Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin

Comments NeurIPS 2024 Datasets and Benchmarks Track Accepted. Modified typos in Figure 9

2410.14754 2024-11-01 stat.ML cs.AI cs.LG

On the Sparsity of the Strong Lottery Ticket Hypothesis

Emanuele Natale, Davide Ferre', Giordano Giambartolomei, Frédéric Giroire, Frederik Mallmann-Trenn

Journal ref 38th Conference on Neural Information Processing Systems (NeurIPS 2024), Dec 2024, Vancouver, Canada

2410.14067 2024-11-01 cs.LG cs.AI cs.NE

Provable Benefits of Complex Parameterizations for Structured State Space Models

Yuval Ran-Milo, Eden Lumbroso, Edo Cohen-Karlik, Raja Giryes, Amir Globerson, Nadav Cohen

Comments 12 pages. Accepted to NeurIPS 2024

2410.12490 2024-11-01 cs.CV cs.AI

Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective

Yongxin Zhu, Bocheng Li, Hang Zhang, Xin Li, Linli Xu, Lidong Bing

Comments Accepted at NeurIPS 2024

2410.10356 2024-11-01 cs.CV

FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification

Jingfeng Yao, Wang Cheng, Wenyu Liu, Xinggang Wang

Comments NeurIPS 2024 (poster); update to camera-ready version

2410.08245 2024-11-01 cs.LG cs.AI

Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts

Sukwon Yun, Inyoung Choi, Jie Peng, Yangfan Wu, Jingxuan Bao, Qiyiwen Zhang, Jiayi Xin, Qi Long, Tianlong Chen

Comments NeurIPS 2024 Spotlight

2410.08126 2024-11-01 cs.LG cs.AI cs.CL

Mars: Situated Inductive Reasoning in an Open-World Environment

Xiaojuan Tang, Jiaqi Li, Yitao Liang, Song-chun Zhu, Muhan Zhang, Zilong Zheng

Comments Accepted by NeurIPS 2024 Track Datasets and Benchmarks. Project page: https://marscrafter.github.io/

2410.05920 2024-11-01 cs.SD cs.AI eess.AS

FINALLY: fast and universal speech enhancement with studio-like quality

Nicholas Babaev, Kirill Tamogashev, Azat Saginbaev, Ivan Shchekotov, Hanbin Bae, Hosang Sung, WonJun Lee, Hoon-Young Cho, Pavel Andreev

Comments Accepted to NeurIPS 2024

2409.20441 2024-11-01 cs.CL

Instance-adaptive Zero-shot Chain-of-Thought Prompting

Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye

Comments Accepted by NeurIPS 2024

2409.20409 2024-11-01 cs.CV physics.med-ph

Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization

Michal Balcerak, Tamaz Amiranashvili, Andreas Wagner, Jonas Weidner, Petr Karnakov, Johannes C. Paetzold, Ivan Ezhov, Petros Koumoutsakos, Benedikt Wiestler, Bjoern Menze

Comments Accepted to NeurIPS 2024

2409.19872 2024-11-01 cs.CV

Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration

Kaihang Pan, Zhaoyu Fan, Juncheng Li, Qifan Yu, Hao Fei, Siliang Tang, Richang Hong, Hanwang Zhang, Qianru Sun

Comments Accepted by NeurIPS 2024 (Spotlight)

2409.18876 2024-11-01 cs.CV

CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition

Zhonglin Sun, Siyang Song, Ioannis Patras, Georgios Tzimiropoulos

Comments accepted to NeurIPS 2024. Camera-ready version

2409.17446 2024-11-01 cs.DC cs.LG math.OC

Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability

Ming Xiang, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong, Lili Su

Comments NeurIPS 2024

2409.17372 2024-11-01 cs.AI

Search for Efficient Large Language Models

Xuan Shen, Pu Zhao, Yifan Gong, Zhenglun Kong, Zheng Zhan, Yushu Wu, Ming Lin, Chao Wu, Xue Lin, Yanzhi Wang

Comments Accepted by NeurIPS 2024

2409.16408 2024-11-01 cs.LG cs.AI cs.CV cs.IR cs.NE

Modern Hopfield Networks meet Encoded Neural Representations -- Addressing Practical Considerations

Satyananda Kashyap, Niharika S. D'Souza, Luyao Shi, Ken C. L. Wong, Hongzhi Wang, Tanveer Syeda-Mahmood

Comments 17 pages, 8 figures, accepted as a workshop paper at UniReps @ Neurips 2024

2409.07146 2024-11-01 cs.CL

Gated Slot Attention for Efficient Linear-Time Sequence Modeling

Yu Zhang, Songlin Yang, Ruijie Zhu, Yue Zhang, Leyang Cui, Yiqiao Wang, Bolun Wang, Freda Shi, Bailin Wang, Wei Bi, Peng Zhou, Guohong Fu

Comments NeurIPS 2024

2409.06029 2024-11-01 cs.SD cs.AI eess.AS

SongCreator: Lyrics-based Universal Song Generation

Shun Lei, Yixuan Zhou, Boshi Tang, Max W. Y. Lam, Feng Liu, Hangyu Liu, Jingcheng Wu, Shiyin Kang, Zhiyong Wu, Helen Meng

Comments Accepted by NeurIPS 2024