ACM MM - arXivDaily 期刊&会议

2508.17857 2025-08-26 cs.CV cs.AI

VISA: Group-wise Visual Token Selection and Aggregation via Graph Summarization for Efficient MLLMs Inference

Pengfei Jiang, Hanjun Li, Linglan Zhao, Fei Chao, Ke Yan, Shouhong Ding, Rongrong Ji

机构 * Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University（多媒体可信感知与高效计算重点实验室，教育部，厦门大学）； Tencent Youtu Lab（腾讯优图实验室）

Comments Accepted by ACMMM 2025

2508.17166 2025-08-26 cs.MM eess.IV

Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds

Yili Jin, Ling Pan, Rui-Xiao Zhang, Jiangchuan Liu, Xue Liu

Comments ACM Multimedia 2025

2508.17163 2025-08-26 cs.MM eess.IV

Generative AI for Multimedia Communication: Recent Advances, An Information-Theoretic Framework, and Future Opportunities

Yili Jin, Xue Liu, Jiangchuan Liu

Comments ACM Multimedia 2025

2508.09912 2025-08-26 cs.CV

E-4DGS: High-Fidelity Dynamic Reconstruction from the Multi-view Event Cameras

Chaoran Feng, Zhenyu Tang, Wangbo Yu, Yatian Pang, Yian Zhao, Jianbin Zhao, Li Yuan, Yonghong Tian

机构 * School of Electronic and Computer Engineering, Peking University（电子与计算机工程学院，北京大学）； National University of Singapore（新加坡国立大学）； School of Future Technology, Dalian University of Technology（未来技术学院，大连理工大学）

Comments 16 pages, 10 figures, 5 Tables, accepted by ACMMM 2025

2507.10072 2025-08-26 cs.CV

Frequency Regulation for Exposure Bias Mitigation in Diffusion Models

Meng Yu, Kun Zhan

机构 * School of Information Science and Engineering（信息科学与工程学院）

Comments ACM Multimedia 2025 accepted!

2507.04958 2025-08-26 cs.CV cs.MM

Boosting Temporal Sentence Grounding via Causal Inference

Kefan Tang, Lihuo He, Jisheng Dang, Xinbo Gao

机构 * School of Electronic Engineering, Xidian University Xi'an China ； School of Information Science \& Engineering, Lanzhou University Lanzhou China ； Xidian University ； Lanzhou University

Comments Accepted by ACM MM 2025

2508.16859 2025-08-26 cs.CV

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark

Jinpeng Hu, Hongchang Shi, Chongyuan Dai, Zhuo Li, Peipei Song, Meng Wang

机构 * Hefei University of Technology（合肥工业大学）； The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳））； University of Science and Technology of China（中国科学技术大学）； Institute of Artificial Intelligence (IAI), Hefei Comprehensive National Science Center（人工智能研究院（IAI），合肥综合性国家科学中心）

Comments ACM Multimedia 2025