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。

2025-08-19 至 2025-08-19 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

2401.10011 2025-08-19 cs.CV 85%

CPCL: Cross-Modal Prototypical Contrastive Learning for Weakly Supervised Text-based Person Retrieval

Xinpeng Zhao, Yanwei Zheng, Chuanlin Lan, Xiaowei Zhang, Bowen Huang, Jibin Yang, Dongxiao Yu

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

Comments 9 pages, 6 figures, under peer review

2508.11673 2025-08-19 cs.LG cs.AI cs.CV cs.MM 82%

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning

Haojie Zhang, Yixiong Liang, Hulin Kuang, Lihui Cen, Zhe Qu, Yigang Cen, Min Zeng, Shichao Kan

机构 * School of Computer Science and Engineering, Central South University（计算机科学与工程学院，中南大学）； School of Automation, Central South University（自动化学院，中南大学）； School of Computer Science and Technology, Beijing Jiaotong University（计算机科学与技术学院，北京交通大学）

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

Comments 10 pages, 3 figures, submitted to ACM Multimedia 2025

2508.12149 2025-08-19 cs.AI 79%

MOVER: Multimodal Optimal Transport with Volume-based Embedding Regularization

Haochen You, Baojing Liu

机构 * Columbia University（哥伦比亚大学）； Hebei Institute of Communications（河北通信学院）

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

Comments Accepted as a conference paper at CIKM 2025

2508.12108 2025-08-19 cs.CV 57%

VELVET-Med: Vision and Efficient Language Pre-training for Volumetric Imaging Tasks in Medicine

Ziyang Zhang, Yang Yu, Xulei Yang, Si Yong Yeo

机构 * MedVisAI Lab Department of ECE Northwestern University（MedVisAI实验室电子工程系西北大学）； Institute for Infocomm Research (I 2 R) A*STAR, Singapore（信息与通信研究所（I 2 R）A*STAR，新加坡）； MedVisAI Lab Lee Kong Chian School of Medicine, Nanyang Technological University（MedVisAI实验室李科田医学院，南洋理工大学）

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