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Learning to Rank the Importance of Nodes in Road Networks Based on Multi-Graph Fusion


May 20, 2023
Ming Xu, Jing Zhang

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TraffNet: Learning Causality of Traffic Generation for Road Network Digital Twins


Apr 01, 2023
Ming Xu, Yunyi Ma, Ruimin Li, Geqi Qi, Xiangfu Meng, Haibo Jin

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Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths


Mar 19, 2023
Ming Xu, Sourav Garg, Michael Milford, Stephen Gould

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* ICLR 2023 (Poster) 

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Cognitive Semantic Communication Systems Driven by Knowledge Graph: Principle, Implementation, and Performance Evaluation


Mar 15, 2023
Fuhui Zhou, Yihao Li, Ming Xu, Lu Yuan, Qihui Wu, Rose Qingyang Hu, Naofal Al-Dhahir

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* arXiv admin note: text overlap with arXiv:2202.11958 

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Futuristic Variations and Analysis in Fundus Images Corresponding to Biological Traits


Feb 08, 2023
Muhammad Hassan, Hao Zhang, Ahmed Fateh Ameen, Home Wu Zeng, Shuye Ma, Wen Liang, Dingqi Shang, Jiaming Ding, Ziheng Zhan, Tsz Kwan Lam, Ming Xu, Qiming Huang, Dongmei Wu, Can Yang Zhang, Zhou You, Awiwu Ain, Pei Wu Qin

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* 10 pages, 4 figures, 3 tables 

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Residual Skill Policies: Learning an Adaptable Skill-based Action Space for Reinforcement Learning for Robotics


Nov 04, 2022
Krishan Rana, Ming Xu, Brendan Tidd, Michael Milford, Niko Sünderhauf

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* 6th Conference on Robot Learning (CoRL), 2022 

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Neuro-Symbolic Learning: Principles and Applications in Ophthalmology


Jul 31, 2022
Muhammad Hassan, Haifei Guan, Aikaterini Melliou, Yuqi Wang, Qianhui Sun, Sen Zeng, Wen Liang, Yiwei Zhang, Ziheng Zhang, Qiuyue Hu, Yang Liu, Shunkai Shi, Lin An, Shuyue Ma, Ijaz Gul, Muhammad Akmal Rahee, Zhou You, Canyang Zhang, Vijay Kumar Pandey, Yuxing Han, Yongbing Zhang, Ming Xu, Qiming Huang, Jiefu Tan, Qi Xing, Peiwu Qin, Dongmei Yu

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* 24 pages, 16 figures 

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3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian Localization


Jul 25, 2022
Rui Qiu, Ming Xu, Yuyao Yan, Jeremy S. Smith, Xi Yang

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* European Conference on Computer Vision 2022 

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Improving Worst Case Visual Localization Coverage via Place-specific Sub-selection in Multi-camera Systems


Jun 28, 2022
Stephen Hausler, Ming Xu, Sourav Garg, Punarjay Chakravarty, Shubham Shrivastava, Ankit Vora, Michael Milford

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* 8 pages, 5 figures, To be published in RA-L 2022 

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