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。

2025-10-01 至 2025-10-01 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

2509.25638 2025-10-01 cs.CV cs.LG 85%

Generalized Contrastive Learning for Universal Multimodal Retrieval

Jungsoo Lee, Janghoon Cho, Hyojin Park, Munawar Hayat, Kyuwoong Hwang, Fatih Porikli, Sungha Choi

机构 * Qualcomm AI Research（高通人工智能研究）

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

Comments Accepted to NeurIPS 2025

2509.25711 2025-10-01 cs.CV 79%

ProbMed: A Probabilistic Framework for Medical Multimodal Binding

Yuan Gao, Sangwook Kim, Jianzhong You, Chris McIntosh

机构 * Peter Munk Cardiac Centre（彼得·默克心脏中心）； Ted Rogers Centre for Heart Research（泰德·罗杰斯心脏病研究中心）； University Health Network（大学健康网络）； Joint Department of Medical Imaging（联合医学影像部门）； University of Toronto（多伦多大学）； Vector Institute（向量研究所）

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

Comments ICCV 2025

2509.26378 2025-10-01 cs.IR cs.CV 79%

MR$^2$-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval

Junjie Zhou, Ze Liu, Lei Xiong, Jin-Ge Yao, Yueze Wang, Shitao Xiao, Fenfen Lin, Miguel Hu Chen, Zhicheng Dou, Siqi Bao, Defu Lian, Yongping Xiong, Zheng Liu

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

2509.26330 2025-10-01 cs.CV cs.IR 70%

SQUARE: Semantic Query-Augmented Fusion and Efficient Batch Reranking for Training-free Zero-Shot Composed Image Retrieval

Ren-Di Wu, Yu-Yen Lin, Huei-Fang Yang

机构 * National Sun Yat-sen University（国立中山大学）

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

Comments 20 pages, 9 figures

2509.26012 2025-10-01 cs.CV 57%

SETR: A Two-Stage Semantic-Enhanced Framework for Zero-Shot Composed Image Retrieval

Yuqi Xiao, Yingying Zhu

机构 * Yuqi Xiao, Yingying Zhu

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