arXivDaily arXiv每日学术速递 周一至周五更新

AI 大模型

多模态大模型

跨文本、图像、视频、音频等模态的大模型与学习方法。

2025-11-10 至 2025-11-10 共收录 38 信号源:cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 多模态Agent 2 篇

2511.05169 2025-11-10 cs.LG 78%

Multimodal Deep Learning for Prediction of Progression-Free Survival in Patients with Neuroendocrine Tumors Undergoing 177Lu-based Peptide Receptor Radionuclide Therapy

Simon Baur, Tristan Ruhwedel, Ekin Böke, Zuzanna Kobus, Gergana Lishkova, Christoph Wetz, Holger Amthauer, Christoph Roderburg, Frank Tacke, Julian M. Rogasch, Wojciech Samek, Henning Jann, Jackie Ma, Johannes Eschrich

机构 * Department of Artificial Intelligence, Fraunhofer Heinrich Hertz Institute(人工智能部门,弗劳恩霍夫海因里希·赫兹研究所) Department of Nuclear Medicine, Charité—Universitätsmedizin Berlin(核医学部门,柏林查理医院) Department of Hepatology and Gastroenterology, Charité—Universitätsmedizin Berlin(肝病与胃肠病学部门,柏林查理医院) Division of Interventional Radiology, Department of Radiology, Memorial Sloan Kettering Cancer Center(介入放射学部门,纪念斯隆-凯特琳癌症中心) Department of Endocrinology and Metabolism, Charité—Universitätsmedizin Berlin(内分泌与代谢学部门,柏林查理医院) Clinic for Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf(胃肠病、肝病和传染病诊所,杜塞尔多夫大学医院,海因里希·海涅大学医学部) Department of Electrical Engineering and Computer Science, Technische Universität Berlin(电气工程与计算机科学部门,柏林技术大学) Berlin Institute of Health at Charité – Universitätsmedizin Berlin(柏林查理医院健康研究所)

专题命中 多模态Agent :multimodal(title,abstract)

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2501.03265 2025-11-10 cs.LG cs.AI 57%

Cognitive Edge Computing: A Comprehensive Survey on Optimizing Large Models and AI Agents for Pervasive Deployment

Xubin Wang, Qing Li, Weijia Jia

专题命中 多模态Agent :multimodal(abstract);分类 cs.AI

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2. 多模态训练与对齐 3 篇

2511.05474 2025-11-10 cs.CV 79%

Semantic-Guided Natural Language and Visual Fusion for Cross-Modal Interaction Based on Tiny Object Detection

Xian-Hong Huang, Hui-Kai Su, Chi-Chia Sun, Jun-Wei Hsieh

机构 * Department of Electrical Engineering, National Formosa University, Taiwan(台湾国立Formosa大学电子工程系) Department of Electrical Engineering, National Taipei University, Taiwan(台湾国立台北大学电子工程系) College of Artificial Intelligence and Green Energy, National Yang Ming Chiao Tung University, Taiwan(台湾国立阳明交通大学人工智能与再生能源学院)

专题命中 多模态训练与对齐 :cross-modal(title,abstract);分类 cs.CV

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2511.05044 2025-11-10 cs.CV 57%

Medical Referring Image Segmentation via Next-Token Mask Prediction

Xinyu Chen, Yiran Wang, Gaoyang Pang, Jiafu Hao, Chentao Yue, Luping Zhou, Yonghui Li

机构 * School of Electrical and Computer Engineering, University of Sydney(悉尼大学电气与计算机工程学院)

专题命中 多模态训练与对齐 :multimodal(abstract);分类 cs.CV

Comments This work has been submitted to the IEEE Transactions on Medical Imaging for possible publication

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2511.04790 2025-11-10 cs.LG cs.AI stat.ML 57%

Causal Structure and Representation Learning with Biomedical Applications

Caroline Uhler, Jiaqi Zhang

机构 * Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology(电气工程与计算机科学系,麻省理工学院)

专题命中 多模态训练与对齐 :multi-modal(abstract);分类 cs.AI

Comments This article has successfully completed peer review and will appear in the Proceedings of the International Congress of Mathematicians 2026. Both authors contributed equally to this work

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3. 其他多模态 3 篇

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)

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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)

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2511.05361 2025-11-10 cs.CL cs.AI 76%

A multimodal multiplex of the mental lexicon for multilingual individuals

Maria Huynh, Wilder C. Rodrigues

专题命中 其他多模态 :multimodal(title);分类 cs.CL、cs.AI

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