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检索条件"机构=Center for Intelligent Multidimensional Data Analysis and Department of Electrical Engineering"
59 条 记 录,以下是31-40 订阅
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Efficient algorithms for Tucker decomposition via approximate matrix multiplication
arXiv
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arXiv 2023年
作者: Che, Maolin Wei, Yimin Yan, Hong School of Mathematics Southwestern University of Finance and Economics Chengdu611130 China School of Mathematical Sciences Key Laboratory of Mathematics for Nonlinear Sciences Fudan University Shanghai200433 China Department of Electrical Engineering Center for Intelligent Multidimensional Data Analysis City University of Hong Kong 83 Tat Chee Avenue Kowloon Hong Kong
This paper develops fast and efficient algorithms for computing Tucker decomposition with a given multilinear rank. By combining random projection and the power scheme, we propose two efficient randomized versions for... 详细信息
来源: 评论
Performance analysis for a degrading system with Markov model  32nd
Performance analysis for a degrading system with Markov mode...
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32nd European Safety and Reliability Conference, ESREL 2022
作者: Zhang, Aibo Wu, Zhiying Wang, Yukun Xie, Min Center for Intelligent Multidimensional Data Analysis Hong Kong Science Park Shatin Hong Kong Department of Advanced Design and Systems Engineering City University of Hong Kong Hong Kong Centre for Artificial Intelligence and Robotics Hong Kong Institute of Science and Innovation Chinese Academy of Sciences Hong Kong School of Economics and Management Tianjin Chengjian University Tianjin300384 China
Most mechanical engineering systems experience deterioration due to several practical factors such as aging, usage etc. This results in the degradation of its performance. Although the deterioration is continuous in n... 详细信息
来源: 评论
Signature and Log-signature for the Study of Empirical Distributions Generated with GANs
TechRxiv
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TechRxiv 2022年
作者: de Curtò, J. de Zarzà, I. Yan, Hong Calafate, Carlos T. Centre for Intelligent Multidimensional Data Analysis HK Science Park Hong Kong Universitat Politècnica de València València Spain The Department of Electrical Engineering City University of Hong Kong Kowloon Hong Kong
In this paper, we bring forward the use of the recently developed Signature Transform as a way to measure the similarity between image distributions and provide detailed acquaintance and extensive evaluations. We are ... 详细信息
来源: 评论
Learning with Signatures
arXiv
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arXiv 2022年
作者: de Curtò Díaz, J. de Zarzà, I. Yan, Hong Calafate, Carlos T. Centre for Intelligent Multidimensional Data Analysis HK Science Park Shatin Hong Kong Department of Electrical Engineering City University of Hong Kong Kowloon Hong Kong Department of Computer Engineering Universitat Politècnica de València València Spain
In this work we investigate the use of the Signature Transform in the context of Learning2. Under this assumption, we advance a supervised framework that potentially provides state-of-the-art classification accuracy w... 详细信息
来源: 评论
Efficient CUR decomposition for interpretable low-rank approximations and imaging applications
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Neurocomputing 2025年 645卷
作者: Abdelgawad, Muhammad A.A. Cheung, Ray C.C. Yan, Hong Department of Electrical Engineering and Centre for Intelligent Multidimensional Data Analysis City University of Hong Kong Hong Kong Department of Electrical Engineering Faculty of Engineering Minia University El-Minia 61517 Egypt
Low-rank approximations based on the selected columns and rows from a given matrix are an alternative approach to singular value decomposition (SVD) and offer more interpretable outputs. They have been successfully us... 详细信息
来源: 评论
Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment
arXiv
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arXiv 2023年
作者: Chen, Kecheng Liu, Jie Wan, Renjie Lee, Victor Ho-Fun Vardhanabhuti, Varut Yan, Hong Li, Haoliang The Department of Electrical Engineering The Center for Intelligent Multidimensional Data Analysis City University of Hong Kong Hong Kong The Department of Computer Science Hong Kong Baptist University Hong Kong The Department of Clinical Oncology School of Clinical Medicine LKS Faculty of Medicine The University of Hong Kong Hong Kong The Department of Diagnostic Radiology School of Clinical Medicine LKS Faculty of Medicine The University of Hong Kong Hong Kong
Low-dose computed tomography (LDCT) image reconstruction techniques can reduce patient radiation exposure while maintaining acceptable imaging quality. Deep learning is widely used in this problem, but the performance... 详细信息
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Minimax principle for right eigenvalues of dual quaternion matrices and their generalized inverses
arXiv
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arXiv 2022年
作者: Ling, Chen Qi, Liqun Yan, Hong Department of Mathematics Hangzhou Dianzi University Hangzhou310018 China Department of Applied Mathematics The Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong Department of Electrical Engineering Centre for Intelligent Multidimensional Data Analysis City University of Hong Kong Kowloon Hong Kong
Dual quaternions can represent rigid body motion in 3D spaces, and have found wide applications in robotics, 3D motion modelling and control, and computer graphics. In this paper, we introduce three different right li... 详细信息
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An effective model for quantification of cell 3Dshape in early embryogenesis
Research Square
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Research Square 2021年
作者: Li, Zelin Cao, Jianfeng Zhao, Zhongying Yan, Hong Center for Intelligent Multidimensional Data Analysis and Department of Electrical Engineering City University of Hong Kong Kowloon Tong Hong Kong Department of Biology Hong Kong Baptist University Kowloon Tong Hong Kong
Background: The cell developmental process is featured by fabulous morphogenesis in multicellular organisms. Describing morphological changes quantitatively concretes the way to investigating both intra and inter cell... 详细信息
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A regularization-patching dual quaternion optimization method for solving the hand-eye calibration problem
arXiv
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arXiv 2022年
作者: Chen, Zhongming Ling, Chen Qi, Liqun Yan, Hong Department of Mathematics School of Science Hangzhou Dianzi University Hangzhou310018 China Department of Applied Mathematics The Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong Center for Intelligent Multidimensional Data Analysis Science Park Shatin Hong Kong Department of Electrical Engineering City University of Hong Kong Kowloon Hong Kong
The hand-eye calibration problem is an important application problem in robot research. Based on the 2-norm of dual quaternion vectors, we propose a new dual quaternion optimization method for the hand-eye calibration... 详细信息
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Signature and Log-signature for the Study of Empirical Distributions Generated with GANs
arXiv
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arXiv 2022年
作者: de Curtò, Joaquim de Zarzà, Irene Yan, Hong Calafate, Carlos T. Centre for Intelligent Multidimensional Data Analysis HK Science Park Hong Kong Universitat Politècnica de València València Spain Universitat Oberta de Catalunya Barcelona Spain The Department of Electrical Engineering City University of Hong Kong Kowloon Hong Kong
In this paper, we bring forward the use of the recently developed Signature Transform as a way to measure the similarity between image distributions and provide detailed acquaintance and extensive evaluations. We are ... 详细信息
来源: 评论