多模态大模型

Manipulating Multimodal Agents via Cross-Modal Prompt Injection

Le Wang, Zonghao Ying, Tianyuan Zhang, Siyuan Liang, Shengshan Hu, Mingchuan Zhang, Aishan Liu, Xianglong Liu

机构 * Beihang University（北洋大学） ； National University of Singapore（新加坡国立大学） ； Huazhong University of Science and Technology（华中科技大学） ； Henan University of Science and Technology（河南科技大学） 纠错

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

Comments 16 pages, 5 figures

MIPS: a Multimodal Infinite Polymer Sequence Pre-training Framework for Polymer Property Prediction

Jiaxi Wang, Yaosen Min, Xun Zhu, Miao Li, Ji Wu

机构 * Department of Electronic Engineering, Tsinghua University Beijing China ； Zhongguancun Institute of Artificial Intelligence Beijing China ； Department of Electronic Engineering \& College of AI, Tsinghua University Beijing National Research Center for Information Science ； Department of Electronic Engineering, Tsinghua University ； Zhongguancun Institute of Artificial Intelligence 纠错

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

Comments 14 pages, 8 figures, accepted by ACM Multimedia 2025 (oral)

L-MCAT: Unpaired Multimodal Transformer with Contrastive Attention for Label-Efficient Satellite Image Classification

Mitul Goswami, Mrinal Goswami

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

NeuroCLIP: A Multimodal Contrastive Learning Method for rTMS-treated Methamphetamine Addiction Analysis

Chengkai Wang, Di Wu, Yunsheng Liao, Wenyao Zheng, Ziyi Zeng, Xurong Gao, Hemmings Wu, Zhoule Zhu, Jie Yang, Lihua Zhong, Weiwei Cheng, Yun-Hsuan Chen, Mohamad Sawan

机构 * CenBRAIN Neurotech Center of Excellence, School of Engineering, Westlake University（西溪大学工程学院先进神经技术中心） ； School of Data Science, Xiamen University Malaysia（马来西亚厦门大学数据科学学院） ； Department of Neurosurgery, Second Affiliated Hospital, School of Medicine, Zhejiang University（浙江大学医学院附属第二医院神经外科） ； Department of Education and Correction, Zhejiang Gongchen Compulsory Isolated Detoxification Center（浙江省公检强制隔离戒毒所教育矫正部） ； Zhejiang Liangzhu Compulsory Isolated Detoxification Center（浙江省良渚强制隔离戒毒所） 纠错

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

NeuroVoxel-LM: Language-Aligned 3D Perception via Dynamic Voxelization and Meta-Embedding

Shiyu Liu, Lianlei Shan

机构 * School of Electrical and Electronic Engineering（电气与电子工程学院） ； Nanyang Technological University（南洋理工大学） ； School of Computer Science and Technology（计算机科学与技术学院） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

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

Comments **14 pages, 3 figures, 2 tables

Learning Transferable Facial Emotion Representations from Large-Scale Semantically Rich Captions

Licai Sun, Xingxun Jiang, Haoyu Chen, Yante Li, Zheng Lian, Biu Liu, Yuan Zong, Wenming Zheng, Jukka M. Leppänen, Guoying Zhao

机构 * University of Oulu（奥卢大学） ； Southeast University（东南大学） ； University of Turku（图尔库大学） ； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） 纠错

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