多模态大模型 - arXivDaily 专题

2509.01294 2025-10-31 cs.SE cs.RO 78%

Metamorphic Testing of Multimodal Human Trajectory Prediction

Helge Spieker, Nadjib Lazaar, Arnaud Gotlieb, Nassim Belmecheri

机构 * Simula Research Laboratory（Simula研究实验室）

专题命中多模态评测：multimodal(title,abstract)

Comments Information and Software Technology

2505.21497 2025-10-31 cs.CV cs.AI cs.CL cs.MA 78%

Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers

Wei Pang, Kevin Qinghong Lin, Xiangru Jian, Xi He, Philip Torr

机构 * University of Waterloo（滑铁卢大学）； University of Oxford（牛津大学）； Vector Institute（向量研究所）

专题命中多模态评测：multimodal(title)；分类 cs.CV、cs.CL、cs.AI

Comments Project Page: https://github.com/Paper2Poster/Paper2Poster

2510.22987 2025-10-28 cs.CE 78%

Capsule Network-Based Multimodal Fusion for Mortgage Risk Assessment from Unstructured Data Sources

Mahsa Tavakoli, Rohitash Chandra, Cristian Bravo

专题命中多模态评测：multimodal(title,abstract)

2510.21214 2025-10-27 cs.CR 78%

Enhanced MLLM Black-Box Jailbreaking Attacks and Defenses

Xingwei Zhong, Kar Wai Fok, Vrizlynn L. L. Thing

专题命中多模态评测：MLLM(title)；multimodal(abstract)

2510.18336 2025-10-22 eess.SP 78%

MCANet: A Coherent Multimodal Collaborative Attention Network for Advanced Modulation Recognition in Adverse Noisy Environments

Wangye Jiang, Haoming Yang, Xinyu Lu, Mingyuan Wang, Huimei Sun, Jingya Zhang

专题命中多模态评测：multimodal(title,abstract)

2509.05542 2025-10-22 cs.LG 78%

DreamPRM-1.5: Unlocking the Potential of Each Instance for Multimodal Process Reward Model Training

Qi Cao, Pengtao Xie

机构 * University of California, San Diego（加州大学圣地亚哥分校）

专题命中多模态评测：multimodal(title,abstract)

2506.13882 2025-10-21 cs.HC 78%

Toward Multimodal Privacy in XR: Design and Evaluation of Composite Privatization Methods for Gaze and Body Tracking Data

Azim Ibragimov, Ethan Wilson, Kevin R. B. Butler, Eakta Jain

专题命中多模态评测：multimodal(title,abstract)

2510.13266 2025-10-16 cs.LG 78%

BlendFL: Blended Federated Learning for Handling Multimodal Data Heterogeneity

Alejandro Guerra-Manzanares, Omar El-Herraoui, Michail Maniatakos, Farah E. Shamout

机构 * \dagger（共同第一作者）

专题命中多模态评测：multimodal(title,abstract)

2510.12383 2025-10-15 cs.LG 78%

Towards Cross-Modal Error Detection with Tables and Images

Olga Ovcharenko, Sebastian Schelter

机构 * Department of XXX, University of YYY, Location, Country（XXX系，YYY大学，地点，国家）； School of ZZZ, Institute of WWW, Location, Country（ZZZ学院，WWW研究所，地点，国家）

专题命中多模态评测：cross-modal(title,abstract)

Journal ref DataWorld Workshop at ICML 2025

2510.07325 2025-10-10 cs.LG cs.NE 78%

A Modality-Aware Cooperative Co-Evolutionary Framework for Multimodal Graph Neural Architecture Search

Sixuan Wang, Jiao Yin, Jinli Cao, Mingjian Tang, Yong-Feng Ge

机构 * Department of Computer Science and Information Technology, La Trobe University（计算机科学与信息技术系，拉特罗布大学）； Institute for Sustainable Industries and Liveable Cities, Victoria University（可持续产业与宜居城市研究所，维多利亚大学）

专题命中多模态评测：multimodal(title,abstract)

Comments 11 pages, 6 figures. This work has been submitted to the IEEE for possible publication

2510.06633 2025-10-09 cs.RO 78%

Assist-As-Needed: Adaptive Multimodal Robotic Assistance for Medication Management in Dementia Care

Kruthika Gangaraju, Tanmayi Inaparthy, Jiaqi Yang, Yihao Zheng, Fengpei Yuan

机构 * Worcester Polytechnic Institute（沃斯特理工学院）

专题命中多模态评测：multimodal(title,abstract)

2509.22959 2025-10-03 physics.app-ph cond-mat.mtrl-sci 78%

A modular framework for collaborative human-AI, multi-modal and multi-beamline synchrotron experiments

Adam A. Corrao, Phillip M. Maffettone, Bruce Ravel, Thomas A. Caswell, Stuart I. Campbell, Howie Joress, Stuart Wilkins, Daniel Olds

专题命中多模态评测：multi-modal(title,abstract)

Comments 39 pages, 13 figures, Supporting Information available in SI.pdf

2510.00703 2025-10-02 cs.RO 78%

MultiPhysio-HRC: Multimodal Physiological Signals Dataset for industrial Human-Robot Collaboration

Andrea Bussolan, Stefano Baraldo, Oliver Avram, Pablo Urcola, Luis Montesano, Luca Maria Gambardella, Anna Valente

机构 * ARM-Lab, SUPSI（ARM实验室，SUPSI）； Faculty of Informatics, USI（信息学院，USI）； Bitbrain ； Universidad de Zaragoza（萨拉戈萨大学）

专题命中多模态评测：multimodal(title,abstract)

2509.24163 2025-09-30 cs.RO 78%

Preference-Based Long-Horizon Robotic Stacking with Multimodal Large Language Models

Wanming Yu, Adrian Röfer, Abhinav Valada, Sethu Vijayakumar

机构 * School of Informatics, University of Edinburgh（信息学院，爱丁堡大学）； University of Freiburg（弗赖堡大学）

专题命中多模态评测：multimodal(title,abstract)

2509.23317 2025-09-30 nlin.PS cs.LG physics.med-ph 78%

Multifractal features of multimodal cardiac signals: Nonlinear dynamics of exercise recovery

A. Maluckov, D. Stojanovic, M. Miletic, Lj. Hadzievski, J. Petrovic

机构 * Vin\v{c}a Institute of Nuclear Sciences – National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Serbia（Vin\v{c}a核科学研究所 – 塞尔维亚国家研究所，贝尔格莱德大学）

专题命中多模态评测：multimodal(title,abstract)

Comments 10 pages, 7 Figures

2509.18157 2025-09-26 cs.CY cs.LG 78%

Learning Progression-Guided AI Evaluation of Scientific Models To Support Diverse Multi-Modal Understanding in NGSS Classroom

Leonora Kaldaras, Tingting Li, Prudence Djagba, Kevin Haudek, Joseph Krajcik

专题命中多模态评测：multi-modal(title,abstract)

2509.13692 2025-09-18 cs.RO 78%

HGACNet: Hierarchical Graph Attention Network for Cross-Modal Point Cloud Completion

Yadan Zeng, Jiadong Zhou, Xiaohan Li, I-Ming Chen

机构 * Robotics Research Centre of the School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore（南洋理工大学机械与航空航天工程学院机器人研究中心）； College of Information and Control Engineering, Xi’an University of Architecture and Technology, Xi’an, China（西安建筑科技大学信息与控制工程学院）

专题命中多模态评测：cross-modal(title,abstract)

Comments 9 pages, 6 figures

2509.12540 2025-09-17 cs.LG 78%

Cross-Modal Deep Metric Learning for Time Series Anomaly Detection

Wei Li, Zheze Yang

机构 * The University of Texas at Austin（德克萨斯大学奥斯汀分校）

专题命中多模态评测：cross-modal(title,abstract)

2509.12243 2025-09-17 math.NA cs.NA 78%

Bi-fidelity Interpolative Decomposition for Multimodal Data

Murray Cutforth, Tiffany Fan, Tony Zahtila, Alireza Doostan, Eric Darve

专题命中多模态评测：multimodal(title)；multi-modal(abstract)

2509.11335 2025-09-16 cs.LG cond-mat.mtrl-sci 78%

MatQnA: A Benchmark Dataset for Multi-modal Large Language Models in Materials Characterization and Analysis

Yonghao Weng, Liqiang Gao, Linwu Zhu, Jian Huang

机构 * Department of Materials Engineering（材料工程系）； Zhejiang University（浙江大学）； Department of Data Intelligence（数据智能系）； Shiyanjia Lab of Scientific Compass（科学之桥实验室）

专题命中多模态评测：multi-modal(title,abstract)

2508.20358 2025-09-16 cs.LG 78%

Developing a Multi-Modal Machine Learning Model For Predicting Performance of Automotive Hood Frames

Abhishek Indupally, Satchit Ramnath

专题命中多模态评测：multi-modal(title)；multimodal(abstract)

2506.19662 2025-09-12 physics.ed-ph 78%

Multimodal large language models and physics visual tasks: comparative analysis of performance and costs

Giulia Polverini, Bor Gregorcic

专题命中多模态评测：multimodal(title,abstract)

2508.17675 2025-09-09 cs.LG 78%

Towards Synthesizing Normative Data for Cognitive Assessments Using Generative Multimodal Large Language Models

Victoria Yan, Honor Chotkowski, Fengran Wang, Xinhui Li, Carl Yang, Jiaying Lu, Runze Yan, Xiao Hu, Alex Fedorov

机构 * The Westminster Schools（韦斯敏斯特学校）； Center for Data Science, Nell Hodgson Woodruff School of Nursing, Emory University（数据科学中心、恩莫森护理学院、埃默里大学）； Department of Computer Science, Emory University（计算机科学系、埃默里大学）； School of Electrical and Computer Engineering, Georgia Institute of Technology（电气与计算机工程学院、佐治亚理工学院）

专题命中多模态评测：multimodal(title,abstract)

Comments Preprint

2507.15862 2025-09-08 cs.LG cs.CY 78%

Quantifying Holistic Review: A Multi-Modal Approach to College Admissions Prediction

Jun-Wei Zeng, Jerry Shen

机构 * Vanke Meisha Academy（万科梅沙书院）

专题命中多模态评测：multi-modal(title,abstract)

2509.01642 2025-09-03 cs.LG 78%

REVELIO -- Universal Multimodal Task Load Estimation for Cross-Domain Generalization

Maximilian P. Oppelt, Andreas Foltyn, Nadine R. Lang-Richter, Bjoern M. Eskofier

机构 * Fraunhofer Institute for Integrated Circuits IIS（弗劳恩霍夫集成电路研究所）； Friedrich-Alexander-University Erlangen Nuremberg（埃朗根-纽伦堡弗赖堡-亚历山大大学）； Helmholtz Zentrum München（亥姆霍兹慕尼黑研究中心）

专题命中多模态评测：multimodal(title,abstract)

2508.17880 2025-08-26 cs.HC 78%

TRUCE-AV: A Multimodal dataset for Trust and Comfort Estimation in Autonomous Vehicles

Aditi Bhalla, Christian Hellert, Enkelejda Kasneci, Nastassja Becker

专题命中多模态评测：multimodal(title,abstract)

2508.17195 2025-08-26 astro-ph.SR astro-ph.HE 78%

A Multimodal Tiered Magnetic Polarity Inversion Features Dataset for Space Weather Forecasting

Ziba Khani, Anli Ji, Manolis K. Georgoulis, Berkay Aydin

专题命中多模态评测：multimodal(title,abstract)

Comments 21 pages, 10 figures. Submitted to Data in Brief (Elsevier)

2507.14165 2025-08-26 eess.SP cs.SY eess.IV eess.SY 78%

A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing

Philip Wiese, Victor Kartsch, Marco Guermandi, Luca Benini

专题命中多模态评测：multi-modal(title,abstract)

Comments 7 pages, 4 figures, 2 tables. This paper has been accepted at 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS)

2508.15481 2025-08-22 cs.IR 78%

On Evaluating the Adversarial Robustness of Foundation Models for Multimodal Entity Linking

Fang Wang, Yongjie Wang, Zonghao Yang, Minghao Hu, Xiaoying Bai

专题命中多模态评测：multimodal(title,abstract)

2505.24065 2025-08-20 cond-mat.mtrl-sci cs.LG physics.app-ph 78%

Cross-Modal Characterization of Thin Film MoS$_2$ Using Generative Models

Isaiah A. Moses, Chen Chen, Joan M. Redwing, Wesley F. Reinhart

机构 * Materials Research Institute, The Pennsylvania State University（材料研究学院，宾夕法尼亚州立大学）； Department of Materials Science and Engineering, The Pennsylvania State University（材料科学与工程系，宾夕法尼亚州立大学）； Institute for Computational and Data Sciences, The Pennsylvania State University（计算与数据科学研究院，宾夕法尼亚州立大学）

专题命中多模态评测：cross-modal(title,abstract)

Comments 45 pages, 11 figures, 12 tables

1. 多模态评测 9204 篇

Metamorphic Testing of Multimodal Human Trajectory Prediction

Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers

Capsule Network-Based Multimodal Fusion for Mortgage Risk Assessment from Unstructured Data Sources

Enhanced MLLM Black-Box Jailbreaking Attacks and Defenses

MCANet: A Coherent Multimodal Collaborative Attention Network for Advanced Modulation Recognition in Adverse Noisy Environments

DreamPRM-1.5: Unlocking the Potential of Each Instance for Multimodal Process Reward Model Training

Toward Multimodal Privacy in XR: Design and Evaluation of Composite Privatization Methods for Gaze and Body Tracking Data

BlendFL: Blended Federated Learning for Handling Multimodal Data Heterogeneity

Towards Cross-Modal Error Detection with Tables and Images

A Modality-Aware Cooperative Co-Evolutionary Framework for Multimodal Graph Neural Architecture Search

Assist-As-Needed: Adaptive Multimodal Robotic Assistance for Medication Management in Dementia Care

A modular framework for collaborative human-AI, multi-modal and multi-beamline synchrotron experiments

MultiPhysio-HRC: Multimodal Physiological Signals Dataset for industrial Human-Robot Collaboration

Preference-Based Long-Horizon Robotic Stacking with Multimodal Large Language Models

Multifractal features of multimodal cardiac signals: Nonlinear dynamics of exercise recovery

Learning Progression-Guided AI Evaluation of Scientific Models To Support Diverse Multi-Modal Understanding in NGSS Classroom

HGACNet: Hierarchical Graph Attention Network for Cross-Modal Point Cloud Completion

Cross-Modal Deep Metric Learning for Time Series Anomaly Detection

Bi-fidelity Interpolative Decomposition for Multimodal Data

MatQnA: A Benchmark Dataset for Multi-modal Large Language Models in Materials Characterization and Analysis

Developing a Multi-Modal Machine Learning Model For Predicting Performance of Automotive Hood Frames

Multimodal large language models and physics visual tasks: comparative analysis of performance and costs

Towards Synthesizing Normative Data for Cognitive Assessments Using Generative Multimodal Large Language Models

Quantifying Holistic Review: A Multi-Modal Approach to College Admissions Prediction

REVELIO -- Universal Multimodal Task Load Estimation for Cross-Domain Generalization

TRUCE-AV: A Multimodal dataset for Trust and Comfort Estimation in Autonomous Vehicles

A Multimodal Tiered Magnetic Polarity Inversion Features Dataset for Space Weather Forecasting

A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing

On Evaluating the Adversarial Robustness of Foundation Models for Multimodal Entity Linking

Cross-Modal Characterization of Thin Film MoS$_2$ Using Generative Models