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。

2025-09-16 至 2025-09-16 共收录 4 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 跨模态检索 4 篇

2509.11054 2025-09-16 cs.IT cs.CV math.IT 83%

Rate-Distortion Limits for Multimodal Retrieval: Theory, Optimal Codes, and Finite-Sample Guarantees

Thomas Y. Chen

机构 * Department of Computer Science, Columbia University（计算机科学系，哥伦比亚大学）

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

Comments ICCV MRR 2025

2509.10467 2025-09-16 cs.IR cs.AI cs.CL cs.CV cs.MM 83%

DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph

Mengzheng Yang, Yanfei Ren, David Osei Opoku, Ruochang Li, Peng Ren, Chunxiao Xing

机构 * School of Software, Henan University, Kaifeng 475004, China（河南大学软件学院）； BNRist, DCST, RIIT, Tsinghua University, Beijing 100084, China（清华大学）

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

Comments 12 pages, 5 figures. Accepted to the 22nd International Conference on Web Information Systems and Applications (WISA 2025)

2509.11587 2025-09-16 cs.CV cs.AI 62%

Hierarchical Identity Learning for Unsupervised Visible-Infrared Person Re-Identification

Haonan Shi, Yubin Wang, De Cheng, Lingfeng He, Nannan Wang, Xinbo Gao

机构 * IEEE Publication Technology Department（IEEE出版技术部门）； State Key Laboratory of Integrated Services Networks, School of Telecommunications Engineering, Xidian University（信息服务网络国家重点实验室，电信工程学院，西安电子科技大学）； Department of Computer Science and Technology, Tongji University（计算机科学与技术系，同济大学）

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

2509.10697 2025-09-16 cs.CL 57%

A Survey on Retrieval And Structuring Augmented Generation with Large Language Models

Pengcheng Jiang, Siru Ouyang, Yizhu Jiao, Ming Zhong, Runchu Tian, Jiawei Han

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）

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

Comments KDD'25 survey track