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。

2025-09-25 至 2025-09-25 共收录 8 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 图文多模态 8 篇

2508.12587 2025-09-25 cs.CV 83%

Multimodal Chain of Continuous Thought for Latent-Space Reasoning in Vision-Language Models

Tan-Hanh Pham, Chris Ngo

机构 * Harvard Medical School, Harvard University（哈佛医学院、哈佛大学）； Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital（阿提尼乌拉A.马丁努斯生物医学成像中心、麻省总医院）； Knovel Engineering Lab, Singapore（Knovel工程实验室、新加坡）

专题命中图文多模态：multimodal(title,abstract)；cross-modal(abstract)；分类 cs.CV

2505.16180 2025-09-25 cs.CV cs.CL 81%

Redemption Score: A Multi-Modal Evaluation Framework for Image Captioning via Distributional, Perceptual, and Linguistic Signal Triangulation

Ashim Dahal, Ankit Ghimire, Saydul Akbar Murad, Nick Rahimi

机构 * University of Southern Mississippi（密苏里州南方大学）

专题命中图文多模态：multi-modal(title)；image-text(abstract)；分类 cs.CV、cs.CL

2509.19480 2025-09-25 cs.RO cs.LG 78%

OmniVLA: An Omni-Modal Vision-Language-Action Model for Robot Navigation

Noriaki Hirose, Catherine Glossop, Dhruv Shah, Sergey Levine

专题命中图文多模态：omni-modal(title,abstract)

Comments 9 pages, 7 figures, 6 tables

2509.20119 2025-09-25 cs.CV 70%

A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA

Belal Shoer, Yova Kementchedjhieva

机构 * MBZUAI（穆罕默德·本·拉希德智能研究院）

专题命中图文多模态：multimodal(abstract)；image-text(abstract)；分类 cs.CV

Comments Accepted at WiNLP, 2025

2505.23745 2025-09-25 cs.CV cs.AI cs.LG 62%

To Trust Or Not To Trust Your Vision-Language Model's Prediction

Hao Dong, Moru Liu, Jian Liang, Eleni Chatzi, Olga Fink

专题命中图文多模态：multimodal(abstract)；分类 cs.CV、cs.AI

2509.20196 2025-09-25 cs.CV cs.LG 57%

Universal Camouflage Attack on Vision-Language Models for Autonomous Driving

Dehong Kong, Sifan Yu, Siyuan Liang, Jiawei Liang, Jianhou Gan, Aishan Liu, Wenqi Ren

机构 * School of Cyber Science and Technology, SUN YAT-SEN UNIVERSITY（中山大学计算机科学与技术学院）； School of Computing, National University of Singapore（新加坡国立大学计算机学院）； Key Laboratory of Education Informatization for Nationalities, Yunnan Normal University（云南师范大学民族教育信息化重点实验室）； SCSE, Beihang University（北航软件学院）

专题命中图文多模态：multimodal(abstract)；分类 cs.CV

2502.18485 2025-09-25 q-bio.NC cs.CV 57%

Deciphering Functions of Neurons in Vision-Language Models

Jiaqi Xu, Cuiling Lan, Yan Lu

机构 * University of Science and Technology of China（中国科学技术大学）； Microsoft Research Asia（微软亚洲研究院）

专题命中图文多模态：multi-modal(abstract)；分类 cs.CV

Comments Accepted by the 31st ACM International Conference on Multimedia (ACM MM 2025)

2509.19870 2025-09-25 cs.CV 57%

FreezeVLA: Action-Freezing Attacks against Vision-Language-Action Models

Xin Wang, Jie Li, Zejia Weng, Yixu Wang, Yifeng Gao, Tianyu Pang, Chao Du, Yan Teng, Yingchun Wang, Zuxuan Wu, Xingjun Ma, Yu-Gang Jiang

机构 * Fudan University（复旦大学）； Shanghai AI Lab（上海人工智能实验室）； Sea AI Lab（Sea人工智能实验室）

专题命中图文多模态：multimodal(abstract)；分类 cs.CV