ACM MM

BiECVC: Gated Diversification of Bidirectional Contexts for Learned Video Compression

Wei Jiang, Junru Li, Kai Zhang, Li Zhang

机构 * Bytedance（字节跳动） 纠错

Comments Accepted to ACMMM 2025

Journal ref Proceedings of the 33rd ACM International Conference on Multimedia, pp.7248-7257, 2025

Estimation of Fireproof Structure Class and Construction Year for Disaster Risk Assessment

Hibiki Ayabe, Kazushi Okamoto, Koki Karube, Atsushi Shibata, Kei Harada

机构 * The University of Electro-Communications（电通大学） 纠错

Journal ref Workshop on Visual and Signal Communication Technologies in Design of Housing, Urban Spaces, Local Communities, and Human Behavior in conjunction with ACM Multimedia Asia 2025

Toward Robust Signed Graph Learning through Joint Input-Target Denoising

Junran Wu, Beng Chin Ooi, Ke Xu

机构 * National University of Singapore（新加坡国立大学） ； Zhejiang University（浙江大学） ； Beihang University（北京航空航天大学） 纠错

Comments ACM MM 2025

Gaze into the Heart: A Multi-View Video Dataset for rPPG and Health Biomarkers Estimation

Konstantin Egorov, Stepan Botman, Pavel Blinov, Galina Zubkova, Anton Ivaschenko, Alexander Kolsanov, Andrey Savchenko

机构 * Sber AI Lab（Sber AI实验室） ； Samara State Medical University（萨马拉州医学大学） ； ISP RAS Research Center for Trusted Artificial Intelligence（俄罗斯科学院信息与通信技术研究所可信人工智能研究中心） 纠错

Comments Accepted to ACMMM 2025, Datasets track

CapRecover: A Cross-Modality Feature Inversion Attack Framework on Vision Language Models

Kedong Xiu, Sai Qian Zhang

机构 * New York University（纽约大学） 纠错

Comments 9 pages, accepted by the 2025 ACM Multimedia Conference. Code is available at https://jus1mple.github.io/Image2CaptionAttack

HiProbe-VAD: Video Anomaly Detection via Hidden States Probing in Tuning-Free Multimodal LLMs

Zhaolin Cai, Fan Li, Ziwei Zheng, Yanjun Qin

机构 * Xinjiang University（新疆大学） ； Xi'an Jiaotong University（西安交通大学） 纠错

Comments Accepted by ACM MM 2025

Identity-Preserving Text-to-Video Generation Guided by Simple yet Effective Spatial-Temporal Decoupled Representations

Yuji Wang, Moran Li, Xiaobin Hu, Ran Yi, Jiangning Zhang, Han Feng, Weijian Cao, Yabiao Wang, Chengjie Wang, Lizhuang Ma

机构 * Shanghai Jiao Tong University, Tencent Youtu Lab（上海交通大学，腾讯云图实验室） ； Tencent Youtu Lab（腾讯云图实验室） ； Shanghai Jiao Tong University（上海交通大学） ； Tencent（腾讯） 纠错

Comments ACM Multimedia 2025; code URL: https://github.com/rain152/IPVG

DEEMO: De-identity Multimodal Emotion Recognition and Reasoning

Deng Li, Bohao Xing, Xin Liu, Baiqiang Xia, Bihan Wen, Heikki Kälviäinen

机构 * Lappeenranta-Lahti University of Technology LUT（拉普兰塔-拉赫蒂技术大学） ； Nanyang Technological University（南洋理工大学） ； Brno University of Technology（布拉格技术大学） 纠错

Comments Accepted by ACMMM 2025

Journal ref Proceedings of the 33rd ACM International Conference on Multimedia (2025)

Audio Does Matter: Importance-Aware Multi-Granularity Fusion for Video Moment Retrieval

Junan Lin, Daizong Liu, Xianke Chen, Xiaoye Qu, Xun Yang, Jixiang Zhu, Sanyuan Zhang, Jianfeng Dong

机构 * Zhejiang University（浙江大学） ； Peking University（北京大学） ； Zhejiang Gongshang University（浙江工商大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； University of Science and Technology of China（中国科学技术大学） 纠错

Comments Accepted to ACM MM 2025

Robust Understanding of Human-Robot Social Interactions through Multimodal Distillation

Tongfei Bian, Mathieu Chollet, Tanaya Guha

机构 * University of Glasgow（格拉斯哥大学） ； University of Glasgow School of Computer Science（格拉斯哥大学计算机科学学院） 纠错

Comments Accepted by ACM Multimedia 2025, camera-ready version