多模态大模型

Zero-shot Emotion Annotation in Facial Images Using Large Multimodal Models: Benchmarking and Prospects for Multi-Class, Multi-Frame Approaches

He Zhang, Xinyi Fu

机构 * Pennsylvania State University（宾夕法尼亚州立大学） ； Tsinghua University（清华大学） 纠错

专题命中 视频多模态 ：multimodal(title,abstract)；分类 cs.CV、cs.AI

Comments 10 pages, accepted to MRAC'25: 3rd International Workshop on Multimodal and Responsible Affective Computing (ACM-MM 2025)

Dynamic Graph Neural ODE Network for Multi-modal Emotion Recognition in Conversation

Yuntao Shou, Tao Meng, Wei Ai, Keqin Li

机构 * School of Computer Science and Technology, Xi’an Jiaotong University（西安交通大学计算机科学与技术学院） ； Ministry of Education Key Laboratory of Intelligent Networks and Network Security, Xi’an Jiaotong University（西安交通大学教育部长江网络与网络安全重点实验室） ； College of Computer and Mathematics, Central South University of Forestry and Technology（中南林业科技大学计算机与数学学院） ； Department of Computer Science, State University of New York（纽约州立大学新帕尔茨分校计算机科学系） 纠错

专题命中 视频多模态 ：multi-modal(title)；multimodal(abstract)；分类 cs.CL

Comments 13 pages, 6 figures

Multimodal learning enables instant ionizing radiation alerts on unmodified mobile phones for real-world emergency response

Yanfeng Xie, Xingzhi Cheng

专题命中 视频多模态 ：multimodal(title,abstract)

Comments 17 pages, 9 figures

KFFocus: Highlighting Keyframes for Enhanced Video Understanding

Ming Nie, Chunwei Wang, Hang Xu, Li Zhang

机构 * School of Data Science, Fudan University（复旦大学数据科学学院） 纠错

专题命中 视频多模态 ：multimodal(abstract)；分类 cs.CV

QueryCraft: Transformer-Guided Query Initialization for Enhanced Human-Object Interaction Detection

Yuxiao Wang, Wolin Liang, Yu Lei, Weiying Xue, Nan Zhuang, Qi Liu

专题命中 视频多模态 ：cross-modal(abstract)；分类 cs.CV