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。

2025-10-21 至 2025-10-21 共收录 5 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 跨模态检索 5 篇

2510.14605 2025-10-21 cs.CV cs.AI 81%

Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering

Yuyang Hong, Jiaqi Gu, Qi Yang, Lubin Fan, Yue Wu, Ying Wang, Kun Ding, Shiming Xiang, Jieping Ye

机构 * School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院）； MAIS, Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所MAIS）； Alibaba Cloud Computing（阿里巴巴云计算）

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

Comments Accepted by NeurIPS 2025

2510.17415 2025-10-21 cs.CL cs.AI cs.MA cs.MM cs.SE 67%

BenCao: An Instruction-Tuned Large Language Model for Traditional Chinese Medicine

Jiacheng Xie, Yang Yu, Yibo Chen, Hanyao Zhang, Lening Zhao, Jiaxuan He, Lei Jiang, Xiaoting Tang, Guanghui An, Dong Xu

机构 * Community Health Service Center Shanghai Pudong New Area（上海浦东新区社区卫生服务中心）； School of Acupuncture-Moxibustion and Tuina, Shanghai University of Traditional Chinese Medicine（上海中医药大学针灸推拿学院）

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

2510.17685 2025-10-21 cs.CV cs.AI 62%

Multilingual Text-to-Image Person Retrieval via Bidirectional Relation Reasoning and Aligning

Min Cao, Xinyu Zhou, Ding Jiang, Bo Du, Mang Ye, Min Zhang

机构 * School of Computer Science and Technology, Soochow University（苏州大学计算机科学与技术学院）； School of Computer Science, Wuhan University（武汉大学计算机学院）； Key Laboratory of New Generation Artificial Intelligence Technology & Its Interdisciplinary Applications (Southeast University), Ministry of Education, China（新 generation 人工智能技术及交叉应用重点实验室（东南大学），教育部，中国）

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

Comments Final version published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Xplore link: https://ieeexplore.ieee.org/document/11199360

2504.20322 2025-10-21 cs.CV cs.LG 57%

Fine-Grained Classification: Connecting Metadata via Cross-Contrastive Pre-Training

Sumit Mamtani, Yash Thesia

机构 * New York University（纽约大学）

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

Comments 5 pages, 4 figures. Accepted at IEEE ISCMI 2025

2510.16803 2025-10-21 cs.IR 50%

An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision

Zishuai Zhang, Sihao Yu, Wenyi Xie, Ying Nie, Junfeng Wang, Zhiming Zheng, Dawei Yin, Hainan Zhang

专题命中跨模态检索：cross-modal(abstract)