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。

2025-10-15 至 2025-10-15 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

2510.12801 2025-10-15 cs.CV cs.IR 79%

DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search

Kartik Narayan, Yang Xu, Tian Cao, Kavya Nerella, Vishal M. Patel, Navid Shiee, Peter Grasch, Chao Jia, Yinfei Yang, Zhe Gan

机构 * Johns Hopkins University（约翰霍普金斯大学）； Apple（苹果公司）

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

2505.15877 2025-10-15 cs.CV cs.CL cs.LG 73%

Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval

Siting Li, Xiang Gao, Simon Shaolei Du

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

Comments NeurIPS 2025; 27 pages, 6 figures

2510.12323 2025-10-15 cs.AI 70%

RAG-Anything: All-in-One RAG Framework

Zirui Guo, Xubin Ren, Lingrui Xu, Jiahao Zhang, Chao Huang

机构 * The University of Hong Kong（香港大学）

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

2510.12474 2025-10-15 cs.CL cs.LG 57%

SMEC: Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression

Biao Zhang, Lixin Chen, Tong Liu, Bo Zheng

机构 * Taobao & Tmall Group of Alibaba（淘宝与天猫集团）

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

Comments Accepted by EMNLP2025

2510.12213 2025-10-15 astro-ph.IM 50%

Encapsulating Textual Contents into a MOC data Structure for Advanced Applications

Giuseppe Greco, Thomas Boch, Pierre Fernique, Manon Marchand, Mark Allen, Francois Xavier Pineau, Matthieu Baumann, Marco Molinaro, Roberto De Pietri, Marica Branchesi, Steven Schramm, Gergely Dalya, Elahe Khalouei, Barbara Patricelli, Giulia Stratta

专题命中跨模态检索：multimodal(abstract)

Comments Published in Astronomy and Computing; 11 pages, 4 figures

Journal ref Astron. Comput. 54 (2026) 101014