机构
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Meta
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Autodesk(欧特克公司)
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New Jersey Institute of Technology(新泽西理工学院)
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Salesforce(salesforce公司)
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University of California, Los Angeles(加州大学洛杉矶分校)
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Amazon AGI(亚马逊AGI)
CommentsAccepted for presentation at the International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2026), 15--17 October 2026, Bali, Indonesia. 5 tables; no figures. Benchmark and code: https://github.com/dyshang/dacri-criticalscm-bench
Comments16 pages, 12 figures, 8 tables. Joint first authors: Yuhang Wei and Chuqin Zhou. Corresponding author: Guo Lu. To appear in Proceedings of the 34th ACM International Conference on Multimedia (MM '26), November 10-14, 2026, Rio de Janeiro, Brazil
Cross-View Feature Matching: Survey, Benchmarking, and Foundation-Model Perspectives
跨视图特征匹配:综述、基准测试与基础模型视角
Songlin Du, Xiaoyong Lu, Zeyu Wu, Xiaobo Lu, Guobao Xiao, Bin Fan, Jiayi Ma, Takeshi Ikenaga
机构
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School of Automation, Southeast University(东南大学自动化学院)
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School of Computer Science and Technology, Tongji University(同济大学计算机科学与技术学院)
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Institute of Artificial Intelligence, University of Science and Technology Beijing(北京科技大学人工智能研究院)
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School of Robotics, Wuhan University(武汉大学机器人学院)
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Graduate School of Information, Production and Systems, Waseda University(早稻田大学信息生产系统研究科)
CommentsThis manuscript goes beyond a conventional survey. It proposes a new taxonomy for cross-view feature matching, provides extensive benchmarking under unified datasets and protocols, and offers original analysis from the perspective of vision foundation models. These contributions provide substantive methodological synthesis, empirical findings, and new research insights
机构
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School of Computer Science and Engineering, Southeast University(东南大学计算机科学与工程学院)
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Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education(教育部新一代人工智能技术及其交叉应用重点实验室)
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School of Architecture, Southeast University(东南大学建筑学院)
Entropy-Centric Explainable AI for Remote Sensing Image Segmentation
面向遥感图像分割的以熵为核心的可解释人工智能
Ali Saleh, Abdul Karim Gizzini, Mohamad Ghassany, Ali J. Ghandour
机构
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Faculty of Engineering, Lebanese University(黎巴嫩大学工程学院)
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University of Paris-Est Créteil (UPEC)(巴黎东部克雷泰伊大学)
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EFREI(EFREI学院)
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National Center for Remote Sensing - CNRS(国家遥感中心 - 法国国家科学研究中心)
Deployment Is Not Destiny: Robot Recomposition in the Field with Unseen Software, Hardware, and Compute Payloads
部署并非宿命:面向现场未知软件、硬件与计算负载的机器人重组
Steven Swanbeck, Jonathan Salfity, Jeffery Gunawan, Corrie Van Sice, Mitch Pryor, Robert Blake Anderson
机构
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Texas Robotics(德克萨斯机器人研究所)
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Walker Department of Mechanical Engineering, The University of Texas at Austin(德克萨斯大学奥斯汀分校沃克机械工程学院)
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The University of Texas at Austin(德克萨斯大学奥斯汀分校)
Batch Size or Negatives? A Selection Rule for Memory-Constrained Recommender Training
批量大小还是负样本?内存受限推荐系统训练的选择规则
Artyom Sabitov, Daniil Volkov, Alexey Zaytsev
机构
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Moscow Independent Research Institute of Artificial Intelligence(莫斯科独立人工智能研究院)
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Intellectual data analysis and predictive modeling institute(智能数据分析与预测建模研究院)
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Applied AI Institute(应用人工智能研究院)
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Risk department(风险部门)
Uncertainty-Aware Deep Learning for Genomics Applications: Insights from an Empirical Study
面向基因组学应用的不确定性感知深度学习:一项实证研究的见解
Sepideh Saran, Mahsa Ghanbari, Uwe Ohler
机构
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The Berlin Institute for Medical Systems Biology(柏林医学系统生物学研究所)
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Max Delbrück Center for Molecular Medicine(马克斯·德尔布吕克分子医学中心)
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Technical University of Berlin(柏林工业大学)
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Humboldt University of Berlin(柏林洪堡大学)
A Comparative Evaluation of Deep Learning Object Detection Models on a Real-World Multi-Plant Dataset from Africa
非洲真实多植物数据集上深度学习目标检测模型的对比评估
Ismail Ismail Tijjani, Sunusi Muhammad Ibrahim, Amina Ibrahim Khaleel, Lanre Olusegun Akinola, Fatima Isa Jibrin, Muhammad Bashir Aliyu, Abdullahi Abdussalam Dalhat, Abdullahi Suiudeen
机构
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Bayero University(巴耶罗大学)
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Alpen-Adria-Universität Klagenfurt(克拉根福阿尔卑斯-亚得里亚大学)
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Gombe State University(贡贝州立大学)
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Aliko Dangote University of Science and Technology(阿里科·丹格特科技大学)
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Ahmadu Bello University(艾哈迈杜·贝洛大学)
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Federal University Dutse(杜塞联邦大学)