NeurIPS - arXivDaily 期刊&会议

2403.13893 2024-10-01 cs.LG

DAVED: Data Acquisition via Experimental Design for Data Markets

Charles Lu, Baihe Huang, Sai Praneeth Karimireddy, Praneeth Vepakomma, Michael Jordan, Ramesh Raskar

Comments 31 pages, 16 figures, To appear in NeurIPS 2024

2403.06098 2024-10-01 cs.CV cs.CL

VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models

Wenhao Wang, Yi Yang

Comments Accepted by NeurIPS 2024 (Datasets and Benchmarks Track)

2402.04163 2024-10-01 cs.LG

Tempered Calculus for ML: Application to Hyperbolic Model Embedding

Richard Nock, Ehsan Amid, Frank Nielsen, Alexander Soen, Manfred K. Warmuth

Comments Subsumed by paper "Hyperbolic Embeddings of Supervised Models" by Richard Nock, Ehsan Amid, Frank Nielsen, Alexander Soen and Manfred K. Warmuth, appearing at NeurIPS'24

2401.04486 2024-10-01 cs.CV

Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks

Yufei Guo, Yuanpei Chen, Zecheng Hao, Weihang Peng, Zhou Jie, Yuhan Zhang, Xiaode Liu, Zhe Ma

Comments Accepted by NeurIPS 2024

2312.16392 2024-10-01 cs.CV cs.AI

Adaptive Depth Networks with Skippable Sub-Paths

Woochul Kang, Hyungseop Lee

Comments NeurIPS 2024

2310.00826 2024-10-01 cs.CV eess.IV

Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data

Matt Allen, Francisco Dorr, Joseph A. Gallego-Mejia, Laura Martínez-Ferrer, Anna Jungbluth, Freddie Kalaitzis, Raúl Ramos-Pollán

Comments 12 pages, 6 figures. Tackling Climate Change with Machine Learning: Workshop at NeurIPS 2023

2304.14197 2024-10-01 quant-ph cs.LG math.OC

Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games

Minbo Gao, Zhengfeng Ji, Tongyang Li, Qisheng Wang

Comments 35 pages, 1 table, 4 algorithms. Close to the conference version. Corrected the contraints of the norm of A in Theorem 1.1 due to an error found in [v1, Theorem B.8]

Journal ref Advances in Neural Information Processing Systems 36, pp. 31177-31203, NeurIPS 2023

2409.19044 2024-10-01 cs.CL cs.AI cs.LG

On the Inductive Bias of Stacking Towards Improving Reasoning

Nikunj Saunshi, Stefani Karp, Shankar Krishnan, Sobhan Miryoosefi, Sashank J. Reddi, Sanjiv Kumar

Comments Accepted at NeurIPS 2024

2409.18962 2024-09-30 cs.CV cs.AI cs.LG

Exploring Token Pruning in Vision State Space Models

Zheng Zhan, Zhenglun Kong, Yifan Gong, Yushu Wu, Zichong Meng, Hangyu Zheng, Xuan Shen, Stratis Ioannidis, Wei Niu, Pu Zhao, Yanzhi Wang

Comments NeurIPS'24

2409.18735 2024-09-30 cs.AI cs.LG

Autoregressive Policy Optimization for Constrained Allocation Tasks

David Winkel, Niklas Strauß, Maximilian Bernhard, Zongyue Li, Thomas Seidl, Matthias Schubert

Comments Accepted at NeurIPS 2024

2409.18591 2024-09-30 cs.CV

Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting

Brandon Victor, Mathilde Letard, Peter Naylor, Karim Douch, Nicolas Longépé, Zhen He, Patrick Ebel

Comments Accepted at NeurIPS 2024 Datasets & Benchmarks

2409.18569 2024-09-30 cs.CV

Cross-video Identity Correlating for Person Re-identification Pre-training

Jialong Zuo, Ying Nie, Hanyu Zhou, Huaxin Zhang, Haoyu Wang, Tianyu Guo, Nong Sang, Changxin Gao

Comments NeurIPS 2024 Accepted Paper

2409.18442 2024-09-30 cs.LG cs.CV

Gradient-free Decoder Inversion in Latent Diffusion Models

Seongmin Hong, Suh Yoon Jeon, Kyeonghyun Lee, Ernest K. Ryu, Se Young Chun

Comments 19 pages, Accepted to NeurIPS 2024

2409.18409 2024-09-30 cs.IR

Generative Retrieval Meets Multi-Graded Relevance

Yubao Tang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Xueqi Cheng

Comments Accepted by the NeurIPS 2024 (Spotlight)

2409.18330 2024-09-30 cs.LG

DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors

Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach, Swaroop Guntupalli, Carter Wendelken, Ahmad Humayun, Guangyao Zhou, Sivaramakrishnan Swaminathan, Miguel Lázaro-Gredilla, Kevin Murphy

Comments NeurIPS 2024 Datasets and Benchmarks Track. Dataset available at: https://github.com/google-deepmind/dmc_vision_benchmark

2409.18205 2024-09-30 cs.LG stat.ML

Bridging OOD Detection and Generalization: A Graph-Theoretic View

Han Wang, Yixuan Li

Comments NeurIPS 2024. arXiv admin note: text overlap with arXiv:2310.06221 by other authors

2409.18158 2024-09-30 stat.ML cs.LG

Decomposable Transformer Point Processes

Aristeidis Panos

Comments accepted at NeurIPS 2024

2409.00558 2024-09-30 cs.CV

Compositional 3D-aware Video Generation with LLM Director

Hanxin Zhu, Tianyu He, Anni Tang, Junliang Guo, Zhibo Chen, Jiang Bian

Journal ref NeurIPS 2024

2408.16852 2024-09-30 cs.LG math.MG math.OC math.ST stat.ML stat.TH

The Star Geometry of Critic-Based Regularizer Learning

Oscar Leong, Eliza O'Reilly, Yong Sheng Soh

Comments Accepted to NeurIPS 2024

2406.18151 2024-09-30 cs.CV

SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery

Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya

Comments Accepted at NeurIPS 2024 as a Spotlight

2405.17461 2024-09-30 cs.LG cs.CV

EMR-Merging: Tuning-Free High-Performance Model Merging

Chenyu Huang, Peng Ye, Tao Chen, Tong He, Xiangyu Yue, Wanli Ouyang

Comments NeurIPS 2024

2405.03553 2024-09-30 cs.CL cs.AI

AlphaMath Almost Zero: Process Supervision without Process

Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan

Comments Camera ready version for NeurIPS 2024

2310.03032 2024-09-30 cs.IR cs.LG

Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution

Cong Xu, Jun Wang, Jianyong Wang, Wei Zhang

Comments Accepted to NeurIPS 2024

2409.18128 2024-09-27 cs.CV

FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner

Wenliang Zhao, Minglei Shi, Xumin Yu, Jie Zhou, Jiwen Lu

Comments Accepted to NeurIPS 2024

2409.18111 2024-09-27 cs.CV

E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding

Ye Liu, Zongyang Ma, Zhongang Qi, Yang Wu, Ying Shan, Chang Wen Chen

Comments Accepted to NeurIPS 2024 Datasets and Benchmarks Track

2409.18000 2024-09-27 cs.LG math.OC

Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel

Jialin Li, Marta Zagorowska, Giulia De Pasquale, Alisa Rupenyan, John Lygeros

Comments Accepted to NeurIPS 2024

2409.17874 2024-09-27 cs.AI

DarkSAM: Fooling Segment Anything Model to Segment Nothing

Ziqi Zhou, Yufei Song, Minghui Li, Shengshan Hu, Xianlong Wang, Leo Yu Zhang, Dezhong Yao, Hai Jin

Comments This paper has been accepted by the 38th Annual Conference on Neural Information Processing Systems (NeurIPS'24)

2409.17808 2024-09-27 q-bio.BM cs.LG

Generative Modeling of Molecular Dynamics Trajectories

Bowen Jing, Hannes Stärk, Tommi Jaakkola, Bonnie Berger

Comments NeurIPS 2024

2409.17728 2024-09-27 cs.CV cs.AI

AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking

Shiqi Sun, Yantao Lu, Ning Liu, Bo Jiang, JinChao Chen, Ying Zhang

Comments 17 pages, 3 figures, Accepted by NeurIPS 2024

2409.17622 2024-09-27 cs.LG cs.AI

Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs

Yusong Wang, Chaoran Cheng, Shaoning Li, Yuxuan Ren, Bin Shao, Ge Liu, Pheng-Ann Heng, Nanning Zheng

Comments Published as a conference paper at NeurIPS 2024