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跨文本、图像、视频、音频等模态的大模型与学习方法。

2025-11-05 至 2025-11-05 共收录 6 信号源:cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 多模态训练与对齐 6 篇

2505.18174 2025-11-05 eess.SP cs.AI cs.LG 79%

NMCSE: Noise-Robust Multi-Modal Coupling Signal Estimation Method via Optimal Transport for Cardiovascular Disease Detection

Peihong Zhang, Zhixin Li, Rui Sang, Yuxuan Liu, Yiqiang Cai, Yizhou Tan, Shengchen Li

机构 * School of Advanced Technology, Xi’an Jiaotong-Liverpool University(先进技术学院,西安交通大学利物浦大学)

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

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2510.15991 2025-11-05 cs.CV 79%

CrossRay3D: Geometry and Distribution Guidance for Efficient Multimodal 3D Detection

Huiming Yang, Wenzhuo Liu, Yicheng Qiao, Lei Yang, Xianzhu Zeng, Li Wang, Zhiwei Li, Zijian Zeng, Zhiying Jiang, Huaping Liu, Kunfeng Wang

机构 * Beijing University of Chemical Technology(北京化工大学) Division of Energy-Mobility Convergence, Beijing Institute of Technology(北京理工大学能源-交通融合学院) School of Vehicle and Mobility, Tsinghua University(清华大学车辆与移动学院) School of Mechanical and Aerospace Engineering, Nanyang Technological University(南洋理工大学机械与航空航天工程学院) School of Mechanical Engineering, Beijing Institute of Technology(北京理工大学机械工程学院) Institute of Computer Science and Digital Innovation, UCSI University(UCSI大学计算机科学与数字创新学院) State Key Laboratory of Intelligent Technology and Systems and Department of Computer Science and Technology, Tsinghua University(清华大学智能技术与系统国家重点实验室与计算机科学与技术系)

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

Comments 13 pages

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2509.21971 2025-11-05 cs.LG 79%

GRAM-DTI: adaptive multimodal representation learning for drug target interaction prediction

Feng Jiang, Amina Mollaysa, Hehuan Ma, Tommaso Mansi, Junzhou Huang, Mangal Prakash, Rui Liao

机构 * University of Texas at Arlington(德克萨斯理工大学) Johnson & Johnson Innovative Medicine(强生创新医学)

专题命中 多模态训练与对齐 :multimodal(title,abstract);multi-modal(journal_ref)

Journal ref NeurIPS 2025 2nd Workshop on Multi-modal Foundation Models and Large Language Models for Life Sciences

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2511.02228 2025-11-05 cs.CV cs.AI 73%

Collaborative Attention and Consistent-Guided Fusion of MRI and PET for Alzheimer's Disease Diagnosis

Delin Ma, Menghui Zhou, Jun Qi, Yun Yang, Po Yang

机构 * School of Software Yunnan University(软件学院 云南大学) Department of Computer Science The University of Sheffield(计算机科学系 剑桥大学) Department of Computing Xian JiaoTong-Liverpool University(计算系 西交利物浦大学)

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

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2511.02685 2025-11-05 cs.CV 57%

Modality-Transition Representation Learning for Visible-Infrared Person Re-Identification

Chao Yuan, Zanwu Liu, Guiwei Zhang, Haoxuan Xu, Yujian Zhao, Guanglin Niu, Bo Li

机构 * Beihang University(北航大学)

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

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2511.02597 2025-11-05 cs.LO 50%

The mu-calculus' Alternation Hierarchy is Strict over Non-Trivial Fusion Logics

Leonardo Pacheco

专题命中 多模态训练与对齐 :multimodal(abstract)

Comments In Proceedings FICS 2024, arXiv:2511.00626

Journal ref EPTCS 435, 2025, pp. 93-103

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