多模态大模型 - arXivDaily 专题

2511.13527 2025-11-18 cs.LG 78%

Mitigating Spurious Correlations in Patch-wise Tumor Classification on High-Resolution Multimodal Images

Ihab Asaad, Maha Shadaydeh, Joachim Denzler

机构 * Computer Vision Group（计算机视觉组）； Friedrich Schiller University（弗里德里希·席勒大学）

专题命中其他多模态：multimodal(title,abstract)

Comments Accepted at EurIPS 2025 Workshop: Unifying Perspectives on Learning Biases (UPLB)

2511.13523 2025-11-18 cs.IR 78%

Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports

Nikita Neveditsin, Pawan Lingras, Salil Patil, Swarup Patil, Vijay Mago

专题命中其他多模态：multimodal(title,abstract)

2511.09238 2025-11-13 cs.CY 78%

From Everyday to Existential -- The ethics of shifting the boundaries of health and data with multimodal digital biomarkers

Joschka Haltaufderheide, Florian Funer, Esther Braun, Hans-Jörg Ehni, Urban Wiesing, Robert Ranisch

专题命中其他多模态：multimodal(title,abstract)

Comments 11 pages, 2 figures, 1 table

2511.04915 2025-11-10 physics.app-ph 78%

Three-dimensional imaging of threading dislocations in GaN by multimodal stimulated Raman scattering microscopy

Shun Takahashi, Yusuke Wakamoto, Kazuhiro Kuruma, Takuya Maeda, Yasuyuki Ozeki

专题命中其他多模态：multimodal(title,abstract)

2511.04816 2025-11-10 stat.ME 78%

An Integrative Approach for Subtyping Mental Disorders Using Multimodal Data

Yinjun Zhao, Yuanjia Wang, Ying LIu

专题命中其他多模态：multimodal(title,abstract)

2511.04209 2025-11-07 cond-mat.soft 78%

Multimodal Physical Learning in Brain-Inspired Iontronic Networks

Monica Conte, René van Roij, Marjolein Dijkstra

专题命中其他多模态：multimodal(title,abstract)

Comments 8 pages, 3 figures

2511.03478 2025-11-06 cs.HC 78%

SVG Decomposition for Enhancing Large Multimodal Models Visualization Comprehension: A Study with Floor Plans

Jeongah Lee, Ali Sarvghad

专题命中其他多模态：multimodal(title,abstract)

Comments 10 pages, 2 figures

2510.25381 2025-11-04 cs.HC 78%

CGM-Led Multimodal Tracking with Chatbot Support: An Autoethnography in Sub-Health

Dongyijie Primo Pan, Lan Luo, Yike Wang, Pan Hui

专题命中其他多模态：multimodal(title,abstract)

Comments International Conference on Human-Engaged Computing (ICHEC 2025), Singapore

2306.03833 2025-11-03 cs.LG 78%

Decoding Virtual Healthcare Success through Knowledge-Aware and Multimodal Predictive Modeling

Shuang Geng, Wenli Zhang, Jiaheng Xie, Gemin Liang, Ben Niu, Sudha Ram

专题命中其他多模态：multimodal(title,abstract)

2510.25811 2025-10-31 stat.ML cs.LG math.ST stat.TH 78%

Multimodal Bandits: Regret Lower Bounds and Optimal Algorithms

William Réveillard, Richard Combes

机构 * Division of Decision and Control Systems（决策与控制系统系）； KTH Royal Institute of Technology（皇家理工学院）； Laboratoire des signaux et systèmes（信号与系统实验室）； Université Paris-Saclay, CNRS, CentraleSupélec（巴黎萨克雷大学、国家科学研究中心、中央理工-巴黎高等理工学院）

专题命中其他多模态：multimodal(title,abstract)

Comments 31 pages; NeurIPS 2025

2309.06455 2025-10-31 stat.AP 78%

Combining Unsupervised Learning and Statistical Inference For Multimodal N-of-1 Trials

Juliana Schneider, Thomas Gärtner, Stefan Konigorski

专题命中其他多模态：multimodal(title,abstract)

Comments 22 pages, 7 figures

2411.09896 2025-10-20 cond-mat.mtrl-sci cs.LG 78%

Revealing the Evolution of Order in Materials Microstructures Using Multi-Modal Computer Vision

Arman Ter-Petrosyan, Michael Holden, Jenna A. Bilbrey, Sarah Akers, Christina Doty, Kayla H. Yano, Le Wang, Rajendra Paudel, Eric Lang, Khalid Hattar, Ryan B. Comes, Yingge Du, Bethany E. Matthews, Steven R. Spurgeon

机构 * Department of Materials Science and Engineering, University of California, Irvine, Irvine, California 92697（材料科学与工程系，加州大学伊尔弗斯分校）； National Security Directorate, Pacific Northwest National Laboratory, Richland, Washington 99352（国家安全 Directorate，太平洋西北国家实验室）； Environment Directorate, Pacific Northwest National Laboratory, Richland, Washington 99352（环境 Directorate，太平洋西北国家实验室）； Computational Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington 99352（计算科学 Directorate，太平洋西北国家实验室）； Department of Physics, Auburn University, Auburn, Alabama 36849（物理系，阿伯茨海德大学）； Department of Nuclear Engineering, University of New Mexico, Albuquerque, New Mexico 87131（核工程系，新墨西哥大学）； Department of Nuclear Engineering, University of Tennessee, Knoxville, Tennessee 37996（核工程系，田纳西大学， Knoxville分校）； Engineering, University of Delaware, Newark, Delaware 19716（工程系，德雷塞尔大学，新阿罗约分校）； National Renewable Energy Laboratory, Golden, Colorado 80401（国家可再生能源实验室）； Sustainable Energy Institute, University of Colorado Boulder, Boulder, CO, 80309（可持续能源学院，科罗拉多大学波德分校）

专题命中其他多模态：multi-modal(title,abstract)

Comments 30 pages, 5 figures, 2 tables

2509.24220 2025-10-15 cs.CE 78%

Identifying the Multimodal Hierarchy of Public Transit Systems Using Itinerary Data

Junhee Lee, Seungmo Kang, Jinwoo Lee

专题命中其他多模态：multimodal(title,abstract)

2510.10953 2025-10-14 math.OC 78%

Distributionally Robust Optimization for Chemotherapy Scheduling under Asymmetric and Multi-Modal Uncertainty

Qing Zhu, Xian Yu, Yu-Li Huang

专题命中其他多模态：multi-modal(title,abstract)

2510.10123 2025-10-14 cs.DB cs.LG 78%

The Hybrid Multimodal Graph Index (HMGI): A Comprehensive Framework for Integrated Relational and Vector Search

Joydeep Chandra, Satyam Kumar Navneet, Yong Zhang

机构 * BNRIST, Tsinghua University（北京理工大学，清华大学）

专题命中其他多模态：multimodal(title,abstract)

2510.09513 2025-10-13 stat.ML cs.LG 78%

Interpretable Generative and Discriminative Learning for Multimodal and Incomplete Clinical Data

Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Janaina Mourao-Miranda, Vanessa Gómez-Verdejo

机构 * Department of Health Sciences and Technology (DHEST), ETH Zurich（健康科学与技术系，苏黎世联邦理工学院）； Department of Signal Theory and Communications, Universidad Carlos III de Madrid（信号理论与通信系，卡洛斯三世大学）； UCL Hawkes Institute, Department of Computer Science, University College London（UCL Hawkes研究所，伦敦大学学院计算机科学系）； Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid（Gregorio Marañón卫生研究所（IiSGM），马德里）

专题命中其他多模态：multimodal(title,abstract)

2510.07684 2025-10-10 astro-ph.GA 78%

Multi-modal Foundation Model for Cosmological Simulation Data

Bin Xia, Nesar Ramachandra, Azton I. Wells, Salman Habib, John Wise

专题命中其他多模态：multi-modal(title,abstract)

2510.07562 2025-10-10 cs.LG 78%

EBGAN-MDN: An Energy-Based Adversarial Framework for Multi-Modal Behavior Cloning

Yixiao Li, Julia Barth, Thomas Kiefer, Ahmad Fraij

专题命中其他多模态：multi-modal(title,abstract)

2510.07509 2025-10-10 cs.LG cs.IT math.IT 78%

Efficient Generalization via Multimodal Co-Training under Data Scarcity and Distribution Shift

Tianyu Bell Pan, Damon L. Woodard

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系）； Florida Institute for National Security (FINS)（佛罗里达国家安全研究所）； Applied Artificial Intelligence Group（应用人工智能小组）； University of Florida（佛罗里达大学）

专题命中其他多模态：multimodal(title,abstract)

2510.05382 2025-10-08 cs.RO 78%

A multi-modal tactile fingertip design for robotic hands to enhance dexterous manipulation

Zhuowei Xu, Zilin Si, Kevin Zhang, Oliver Kroemer, Zeynep Temel

机构 * Carnegie Mellon University（卡内基梅隆大学）

专题命中其他多模态：multi-modal(title,abstract)

2510.04190 2025-10-07 cs.RO 78%

Zenbo Patrol: A Social Assistive Robot Based on Multimodal Deep Learning for Real-time Illegal Parking Recognition and Notification

Jian-jie Zheng, Chih-kai Yang, Po-han Chen, Lyn Chao-ling Chen

专题命中其他多模态：multimodal(title,abstract)

2510.00410 2025-10-02 eess.SY cs.SY 78%

MM-LMPC: Multi-Modal Learning Model Predictive Control via Bandit-Based Mode Selection

Wataru Hashimoto, Kazumune Hashimoto

专题命中其他多模态：multi-modal(title,abstract)

Comments This paper is submitted to 2026 American Control Conference (ACC)

2407.03522 2025-09-30 stat.ML cond-mat.dis-nn cs.LG 78%

Optimal thresholds and algorithms for a model of multi-modal learning in high dimensions

Christian Keup, Lenka Zdeborová

机构 * Statistical Physics of Computation Laboratory（计算物理实验室）

专题命中其他多模态：multi-modal(title,abstract)

Journal ref J. Stat. Mech. (2025) 093302

2509.22079 2025-09-29 physics.optics 78%

Multimodal Speckle-polarization Fiber-optic Sensing for Localized and High-bandwidth Vibration Monitoring

Catarina S. Monteiro, Tomás Lopes, Joana Teixeira, Tiago Ferreira, Pedro A. S. Jorge, Nuno A. Silva

专题命中其他多模态：multimodal(title,abstract)

2509.19045 2025-09-24 eess.SY cs.SY math.OC 78%

A Weighted Least Squares Error Hetero-functional Graph State Estimator of the American Multi-modal Energy System

Dakota Thompson, Amro M. Farid

专题命中其他多模态：multi-modal(title,abstract)

Comments 27 pages, 3 Tables, 11 Figures

2509.16936 2025-09-23 cs.LG 78%

Adaptive Graph Convolution and Semantic-Guided Attention for Multimodal Risk Detection in Social Networks

Cuiqianhe Du, Chia-En Chiang, Tianyi Huang, Zikun Cui

专题命中其他多模态：multimodal(title,abstract)

2509.12620 2025-09-17 cs.RO 78%

PerchMobi^3: A Multi-Modal Robot with Power-Reuse Quad-Fan Mechanism for Air-Ground-Wall Locomotion

Yikai Chen, Zhi Zheng, Jin Wang, Bingye He, Xiangyu Xu, Jialu Zhang, Huan Yu, Guodong Lu

机构 * Zhejiang University（浙江大学）； Robotics Research Center of Yuyao City（余姚市机器人研究所）； State Key Laboratory of Fluid Power and Mechatronic Systems（流体动力与机电系统国家重点实验室）； Zhejiang Key Laboratory of Industrial Big Data and Robot Intelligent Systems（浙江省工业大数据与机器人智能系统重点实验室）； College of Control Science and Engineering（控制科学与工程学院）

专题命中其他多模态：multi-modal(title,abstract)

Comments 7 pages, 8 figures. This work has been submitted to the IEEE for possible publication

2509.09805 2025-09-15 cs.RO 78%

MIMo grows! Simulating body and sensory development in a multimodal infant model

Francisco M. López, Miles Lenz, Marco G. Fedozzi, Arthur Aubret, Jochen Triesch

机构 * Deutsche Forschungsgemeinschaft（德国研究协会）

专题命中其他多模态：multimodal(title,abstract)

Comments Accepted at IEEE ICDL 2025. 6 pages, 6 figures

2509.08953 2025-09-12 cs.HC 78%

Characterizing Multimodal Interaction in Visualization Authoring Tools

Astrid van den Brandt, Sehi L'Yi, Huyen N. Nguyen, Anna Vilanova, Nils Gehlenborg

专题命中其他多模态：multimodal(title,abstract)

Comments 5 pages, 2 figures

2509.07422 2025-09-10 eess.SP 78%

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems

Lu Bai, Zengrui Han, Xuesong Cai, Xiang Cheng

专题命中其他多模态：multi-modal(title,abstract)

1. 其他多模态 4874 篇

Mitigating Spurious Correlations in Patch-wise Tumor Classification on High-Resolution Multimodal Images

Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports

From Everyday to Existential -- The ethics of shifting the boundaries of health and data with multimodal digital biomarkers

Three-dimensional imaging of threading dislocations in GaN by multimodal stimulated Raman scattering microscopy

An Integrative Approach for Subtyping Mental Disorders Using Multimodal Data

Multimodal Physical Learning in Brain-Inspired Iontronic Networks

SVG Decomposition for Enhancing Large Multimodal Models Visualization Comprehension: A Study with Floor Plans

CGM-Led Multimodal Tracking with Chatbot Support: An Autoethnography in Sub-Health

Decoding Virtual Healthcare Success through Knowledge-Aware and Multimodal Predictive Modeling

Multimodal Bandits: Regret Lower Bounds and Optimal Algorithms

Combining Unsupervised Learning and Statistical Inference For Multimodal N-of-1 Trials

Revealing the Evolution of Order in Materials Microstructures Using Multi-Modal Computer Vision

Identifying the Multimodal Hierarchy of Public Transit Systems Using Itinerary Data

Distributionally Robust Optimization for Chemotherapy Scheduling under Asymmetric and Multi-Modal Uncertainty

The Hybrid Multimodal Graph Index (HMGI): A Comprehensive Framework for Integrated Relational and Vector Search

Interpretable Generative and Discriminative Learning for Multimodal and Incomplete Clinical Data

Multi-modal Foundation Model for Cosmological Simulation Data

EBGAN-MDN: An Energy-Based Adversarial Framework for Multi-Modal Behavior Cloning

Efficient Generalization via Multimodal Co-Training under Data Scarcity and Distribution Shift

A multi-modal tactile fingertip design for robotic hands to enhance dexterous manipulation

Zenbo Patrol: A Social Assistive Robot Based on Multimodal Deep Learning for Real-time Illegal Parking Recognition and Notification

MM-LMPC: Multi-Modal Learning Model Predictive Control via Bandit-Based Mode Selection

Optimal thresholds and algorithms for a model of multi-modal learning in high dimensions

Multimodal Speckle-polarization Fiber-optic Sensing for Localized and High-bandwidth Vibration Monitoring

A Weighted Least Squares Error Hetero-functional Graph State Estimator of the American Multi-modal Energy System

Adaptive Graph Convolution and Semantic-Guided Attention for Multimodal Risk Detection in Social Networks

PerchMobi^3: A Multi-Modal Robot with Power-Reuse Quad-Fan Mechanism for Air-Ground-Wall Locomotion

MIMo grows! Simulating body and sensory development in a multimodal infant model

Characterizing Multimodal Interaction in Visualization Authoring Tools

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems