ACM MM - arXivDaily 期刊&会议

2508.09785 2025-08-14 cs.CV

DSS-Prompt: Dynamic-Static Synergistic Prompting for Few-Shot Class-Incremental Learning

Linpu He, Yanan Li, Bingze Li, Elvis Han Cui, Donghui Wang

机构 * Department of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术系）； Research Center for Frontier Fundamental Studies, Zhejiang Lab（浙江实验室前沿基础研究中心）； Department of Neurology, University of California, Irvine（加州大学伊市医学院神经科）

Comments Accepted to ACMMM 2025

2508.06564 2025-08-14 cs.CV

Grounding Emotion Recognition with Visual Prototypes: VEGA -- Revisiting CLIP in MERC

Guanyu Hu, Dimitrios Kollias, Xinyu Yang

机构 * Xi'an Jiaotong University（西安交通大学）； Queen Mary University of London（伦敦女王玛丽大学）； Center for Multimodal AI（多模态人工智能中心）； Digital Environment Research Institute（数字环境研究院）

Comments accepted for publication at ACM Multimedia (ACM MM) 2025

2504.12867 2025-08-14 eess.AS cs.AI cs.CL

EmoVoice: LLM-based Emotional Text-To-Speech Model with Freestyle Text Prompting

Guanrou Yang, Chen Yang, Qian Chen, Ziyang Ma, Wenxi Chen, Wen Wang, Tianrui Wang, Yifan Yang, Zhikang Niu, Wenrui Liu, Fan Yu, Zhihao Du, Zhifu Gao, ShiLiang Zhang, Xie Chen

机构 * Shanghai Jiao Tong University（上海交通大学）； Tongyi Speech Lab（通义语音实验室）； Tianjin University（天津大学）； Zhejiang University（浙江大学）； Shanghai Jiao Tong University, Shanghai Innovation Institute（上海交通大学上海创新研究院）

Comments Accepted at ACMMM 2025

2412.05296 2025-08-14 cs.AI cs.HC cs.SD eess.AS

Revisiting Your Memory: Reconstruction of Affect-Contextualized Memory via EEG-guided Audiovisual Generation

Joonwoo Kwon, Heehwan Wang, Jinwoo Lee, Sooyoung Kim, Shinjae Yoo, Yuewei Lin, Jiook Cha

机构 * Michigan State University（密歇根州立大学）； Seoul National University（首尔国立大学）； Rutgers University（罗格斯大学）； Brookhaven National Laboratory（布鲁赫斯国家实验室）

Comments Accepted at the ACM MM 2025 - The 1st CogMAEC Workshop (Oral)

2508.09404 2025-08-14 cs.CV cs.MM

Waymo-3DSkelMo: A Multi-Agent 3D Skeletal Motion Dataset for Pedestrian Interaction Modeling in Autonomous Driving

Guangxun Zhu, Shiyu Fan, Hang Dai, Edmond S. L. Ho

机构 * University of Glasgow（格拉斯哥大学）； Wuhan University（武汉大学）

Comments ACM Multimedia 2025 (Dataset Track) Paper

2507.09500 2025-08-14 cs.CV

Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations

Yiwen Liang, Hui Chen, Yizhe Xiong, Zihan Zhou, Mengyao Lyu, Zijia Lin, Shuaicheng Niu, Sicheng Zhao, Jungong Han, Guiguang Ding

机构 * Tsinghua University（清华大学）； Nanyang Technological University（南洋理工大学）

Comments Accepted at the 33rd ACM International Conference on Multimedia(ACM MM 2025)