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。

2025-09-26 至 2025-09-26 共收录 6 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 跨模态检索 6 篇

2509.03477 2025-09-26 cs.LG cs.AI cs.CV 81%

Robult: Leveraging Redundancy and Modality Specific Features for Robust Multimodal Learning

Duy A. Nguyen, Abhi Kamboj, Minh N. Do

机构 * Siebel School of Computing and Data Science, UIUC, US（UIUC计算机与数据科学学院）； Department of Electrical and Computer Engineering, UIUC, US（UIUC电气与计算机工程学院）； VinUni-Illinois Smart Health Center, VinUniversity, Vietnam（Vin大学-伊利诺伊智能健康中心）

专题命中跨模态检索：multimodal(title,abstract)；分类 cs.CV、cs.AI

Comments Accepted and presented at IJCAI 2025 in Montreal, Canada

2509.21151 2025-09-26 cs.CL cs.IR 79%

Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction

Lei Hei, Tingjing Liao, Yingxin Pei, Yiyang Qi, Jiaqi Wang, Ruiting Li, Feiliang Ren

机构 * School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China（计算机科学与工程学院，东北大学，沈阳110819，中国）

专题命中跨模态检索：multimodal(title,abstract)；分类 cs.CL

Comments Accepted by EMNLP 2025 Main Conference

2509.20501 2025-09-26 cs.LG cs.CV 79%

Beyond Visual Similarity: Rule-Guided Multimodal Clustering with explicit domain rules

Kishor Datta Gupta, Mohd Ariful Haque, Marufa Kamal, Ahmed Rafi Hasan, Md. Mahfuzur Rahman, Roy George

机构 * Clark Atlanta University（克拉克阿特兰大学）； BRAC University（布拉克大学）； United International University（国际联合大学）

专题命中跨模态检索：multimodal(title,abstract)；分类 cs.CV

Comments 12 pages, 9 figures

2407.15141 2025-09-26 cs.AI cs.LG physics.chem-ph 79%

Text-Augmented Multimodal LLMs for Chemical Reaction Condition Recommendation

Yu Zhang, Ruijie Yu, Kaipeng Zeng, Ding Li, Feng Zhu, Xiaokang Yang, Yaohui Jin, Yanyan Xu

机构 * Institute for Clarity in Documentation（清晰文档研究所）； Inria Paris-Rocquencourt（巴黎-罗克琴克研究所）； Rajiv Gandhi University（拉吉夫·甘地大学）； Tsinghua University（清华大学）； Palmer Research Laboratories（帕勒尔研究实验室）

专题命中跨模态检索：multimodal(title,abstract)；分类 cs.AI

2509.20813 2025-09-26 cs.CV cs.AI 73%

Revolutionizing Precise Low Back Pain Diagnosis via Contrastive Learning

Thanh Binh Le, Hoang Nhat Khang Vo, Tan-Ha Mai, Trong Nhan Phan

机构 * Faculty of Computer Science and Engineering（计算机科学与工程学院）； Ho Chi Minh City University of Technology（胡志明市技术大学）； Vietnam National University (HCMUT-VNU)（越南国家大学（HCMUT-VNU））； National Taiwan University（国立台湾大学）

专题命中跨模态检索：multimodal(abstract)；cross-modal(abstract)；分类 cs.CV、cs.AI

Comments 12 pages, 4 figures

2509.21259 2025-09-26 cs.NI cs.AI 57%

Semantic Edge-Cloud Communication for Real-Time Urban Traffic Surveillance with ViT and LLMs over Mobile Networks

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Aisha Syed, Matthew Andrews, Sean Kennedy

专题命中跨模态检索：multimodal(abstract)；分类 cs.AI

Comments 17 pages, 12 figures