ACM MM - arXivDaily 期刊&会议

2508.11058 2025-08-18 cs.CV cs.MM

Advancing 3D Scene Understanding with MV-ScanQA Multi-View Reasoning Evaluation and TripAlign Pre-training Dataset

Wentao Mo, Qingchao Chen, Yuxin Peng, Siyuan Huang, Yang Liu

机构 * Wangxuan Institute of Computer Technology, Peking University（计算机技术王先院，北京大学）； National Institute of Health Data Science, Peking University（健康数据科学国家研究院，北京大学）； State Key Laboratory of General Artificial Intelligence, BIGAI（通用人工智能国家重点实验室，BIGAI）

Comments Accepeted to ACM MM 25

2508.10942 2025-08-18 cs.CV cs.HC cs.MM

Topological Structure Description for Artcode Detection Using the Shape of Orientation Histogram

Liming Xu, Dave Towey, Andrew P. French, Steve Benford

机构 * University of Nottingham（诺丁汉大学）； University of Cambridge（剑桥大学）； University of Nottingham Ningbo（诺丁汉大学宁波分校）

Comments This work is an extension of an ACM MM'17 workshop paper (Xu et al, 2017), which was completed in late 2017 and early 2018 during the first author's doctoral studies at the University of Nottingham. This paper includes 42 pages, 25 figures, 7 tables, and 13,536 words

2508.09057 2025-08-18 cs.CL

MVISU-Bench: Benchmarking Mobile Agents for Real-World Tasks by Multi-App, Vague, Interactive, Single-App and Unethical Instructions

Zeyu Huang, Juyuan Wang, Longfeng Chen, Boyi Xiao, Leng Cai, Yawen Zeng, Jin Xu

机构 * South China University of Technology（华南理工大学）； Pazhou Lab（Pazhou 实验室）

Comments ACM MM 2025

2507.18932 2025-08-18 cs.MM cs.CL

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks

Lei Zhang, Xin Zhou, Chaoyue He, Di Wang, Yi Wu, Hong Xu, Wei Liu, Chunyan Miao

机构 * Nanyang Technological University（南洋理工大学）； University College London（伦敦大学学院）； Alibaba Group（阿里巴巴集团）

Comments Accepted at ACM MM 2025

2507.11334 2025-08-18 cs.AI cs.RO

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking

Yuehao Huang, Liang Liu, Shuangming Lei, Yukai Ma, Hao Su, Jianbiao Mei, Pengxiang Zhao, Yaqing Gu, Yong Liu, Jiajun Lv

机构 * Zhejiang University（浙江大学）； vivo AI Lab（vivo AI实验室）

Comments Accepted by ACM MM 2025

2504.11301 2025-08-18 cs.AI

Learning to Be A Doctor: Searching for Effective Medical Agent Architectures

Yangyang Zhuang, Wenjia Jiang, Jiayu Zhang, Ze Yang, Joey Tianyi Zhou, Chi Zhang

机构 * AGI Lab, Westlake University（西拉雅大学AGI实验室）； Henan University（河南大学）； Affiliated Hospital of Xuzhou Medical University（徐州医科大学附属医院）； Xuzhou Medical University（徐州医科大学）； Nanyang Technological University（南洋理工大学）； IHPC, Agency for Science, Technology and Research, Singapore（新加坡科技研究局IHPC）； CFAR, Agency for Science, Technology and Research, Singapore（新加坡科技研究局CFAR）

Comments Accepted at ACM MM 2025