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检索条件"机构=Faculty of Computer Science and Software Engineering"
2979 条 记 录,以下是2831-2840 订阅
排序:
C²-CapsViT: Cross-Context and Cross-Scale Capsule Vision Transformers for Remote Sensing Image Scene Classification
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IEEE Geoscience and Remote Sensing Letters 2022年 19卷
作者: Yongtao Yu Yinyin Li Jun Wang Haiyan Guan Fenfen Li Shaozhang Xiao E. Tang Xiwang Ding Faculty of Computer and Software Engineering Huaiyin Institute of Technology Huaian China School of Remote Sensing and Geomatics Engineering Nanjing University of Information Science and Technology Nanjing China
Accurately interpreting image contents plays a vital role in many Earth observation tasks. This letter constructs a novel cross-context and cross-scale capsule vision transformer (C 2 -CapsViT) architecture to serve f... 详细信息
来源: 评论
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing
arXiv
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arXiv 2024年
作者: Stewart, Kenneth Neumeier, Michael Shrestha, Sumit Bam Orchard, Garrick Neftci, Emre Department of Computer Science UC Irvine IrvineCA United States Department of Neuromorphic Computing Fortiss-Research Institute of the Free State of Bavaria Munich Germany Intel Labs Intel Corporation Santa ClaraCA United States Peter Grünberg Institute - Neuromorphic Software Ecosystems Forschungszentrum Jülich Germany Faculty of Electrical Engineering and Information Technology RWTH Aachen Germany
Achieving personalized intelligence at the edge with real-time learning capabilities holds enormous promise in enhancing our daily experiences and helping decision making, planning, and sensing. However, efficient and... 详细信息
来源: 评论
Efficient Algorithms for Approximating Quantum Partition Functions at Low Temperature
arXiv
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arXiv 2022年
作者: Helmuth, Tyler Mann, Ryan L. Department of Mathematical Sciences Durham University DurhamDH1 3LE United Kingdom Centre for Quantum Computation and Communication Technology Centre for Quantum Software and Information School of Computer Science Faculty of Engineering & Information Technology University of Technology SydneyNSW2007 Australia School of Mathematics University of Bristol BristolBS8 1UG United Kingdom
We establish an efficient approximation algorithm for the partition functions of a class of quantum spin systems at low temperature, which can be viewed as stable quantum perturbations of classical spin systems. Our a... 详细信息
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Matrix Infinitely Divisible Series: Tail Inequalities and Their Applications
arXiv
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arXiv 2018年
作者: Zhang, Chao Gao, Xianjie Hsieh, Min-Hsiu Hang, Hanyuan Tao, Dacheng School of Mathematical Sciences Dalian University of Technology Liaoning Dalian116024 China Centre for Quantum Software and Information University of Technology Sydney SydneyNSW2007 Australia AI Lab Samsung Research China - Beijing Beijing100028 China UBTECH Sydney Artificial Intelligence Centre The School of Computer Science Faculty of Engineering The University of Sydney 6 Cleveland St DarlingtonNSW2008 Australia
In this paper, we study tail inequalities of the largest eigenvalue of a matrix infinitely divisible (i.d.) series, which is a finite sum of fixed matrices weighted by i.d. random variables. We obtain several types of... 详细信息
来源: 评论
Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration
arXiv
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arXiv 2022年
作者: Trajanov, Risto Nikolikj, Ana Cenikj, Gjorgjina Teytaud, Fabien Videau, Mathurin Teytaud, Olivier Eftimov, Tome López-Ibáñez, Manuel Doerr, Carola Faculty of Computer Science and Engineering Ss. Cyril and Methodius Skopje Macedonia Jožef Stefan Institute Ljubljana Slovenia Jozef Stefan International Postgraduate School Ljubljana Slovenia Universitś Littoral Côte d'Opale France Facebook AI Research ITIS Software Universidad de Málaga Spain Sorbonne Universitś CNRS LIP6 Paris France
Algorithm selection wizards are effective and versatile tools that automatically select an optimization algorithm given high-level information about the problem and available computational resources, such as number an... 详细信息
来源: 评论
Multi-error-correcting amplitude damping codes
Multi-error-correcting amplitude damping codes
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IEEE International Symposium on Information Theory
作者: Runyao Duan Markus Grassl Zhengfeng Ji Bei Zeng State Key Laboratory of Intelligent Technology and Systems Tsinghua National Laboratory for Information Science and Technology Department of Computer Science and Technology Tsinghua University Beijing China Centre for Quantum Computation and Intelligent Systems (QCIS) Faculty of Engineering and Information Technology University of Technology Sydney NSW Australia Centre for Quantum Technologies National University of Singapore Singapore Perimeter Institute of Theoretical Physics Waterloo ONT Canada State Key Laboratory of Computer Science Institute of Software Chinese Academy and Sciences Beijing China Institute for Quantum Computing and the Department of Combinatorics and Optimization University of Waterloo Waterloo ONT Canada
We construct new families of multi-error-correcting quantum codes for the amplitude damping channel. Our key observation is that, with proper encoding, two uses of the amplitude damping channel simulate a quantum eras... 详细信息
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On the Parameterised Complexity of Induced Multipartite Graph Parameters
arXiv
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arXiv 2020年
作者: Mann, Ryan L. Mathieson, Luke Greenhill, Catherine School of Mathematics University of Bristol BristolBS8 1UG United Kingdom Centre for Quantum Computation and Communication Technology Centre for Quantum Software and Information Faculty of Engineering & Information Technology University of Technology SydneyNSW2007 Australia School of Computer Science University of Technology SydneyNSW2007 Australia School of Mathematics and Statistics UNSW Sydney NSW2052 Australia
We introduce a family of graph parameters, called induced multipartite graph parameters, and study their computational complexity. First, we consider the following decision problem: an instance is an induced multipart... 详细信息
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RETRACTED ‘Application of adaptive neuro-fuzzy technique to determine the most relevant variables for daily soil temperature prediction at different depths’
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CATENA 2017年 149卷 446-446页
作者: Kasra Mohammadi Shahaboddin Shamshirband Amirrudin Kamsin Raja Jamilah Raja Yusof Department of Mechanical and Industrial Engineering University of Massachusetts Amherst MA 01003 USA Department of Computer System and Technology Faculty of Computer Science and Information Technology University of Malaya Kuala Lumpur Malaysia Department of Software Engineering Faculty of Computer Science and Information Technology University Malaya 50603 Kuala Lumpur Malaysia
来源: 评论
A comparative analysis on diagnosis of diabetes mellitus using different approaches – A survey
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Informatics in Medicine Unlocked 2020年 21卷
作者: Anwar, Fareeha Qurat-Ul-Ain Ejaz, Muhammad Yasir Mosavi, Amir Department of Computer Science and Software Engineering International Islamic University Islamabad (IIUI) Islamabad 44000 Pakistan School of Economics and Business Norwegian University of Life Sciences Ås 1430 Norway John von Neumann Faculty of Informatics Obuda University Budapest 1034 Hungary Department of Informatics J. Selye University Komarno 94501 Slovakia
Diabetes Mellitus is commonly known as diabetes. It is one of the most chronic diseases as the World Health Organization (WHO) report shows that the number of diabetes patients has risen from 108 million to 422 millio... 详细信息
来源: 评论
A Brief Review of Explainable Artificial Intelligence in Healthcare
SSRN
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SSRN 2023年
作者: Sadeghi, Zahra Alizadehsani, Roohallah Cifci, Mehmet Akif Kausar, Samina Rehman, Rizwan Mahanta, Priyakshi Bora, Pranjal Kumar Almasri, Ammar Alkhawaldeh, Rami S. Hussain, Sadiq Alatas, Bilal Shoeibi, Afshin Moosaei, Hossein Hladík, Milan Nahavandi, Saeid Pardalo, Panos M. Institute for Big Data Analytics Faculty of Computer Science Dalhousie University Canada Deakin University Geelong Australia The Institute of Computer Technology Tu Wien University Vienna1040 Austria University of Kotli Azad Jammu and Kashmir Azad Kashmir Kotli Pakistan Centre for Computer Science and Applications Dibrugarh University Assam India Department of Management Information Sys Al-Balqa Applied University Salt19117 Jordan Department of Computer Information Systems The University of Jordan Aqaba77110 Jordan Examination Branch Dibrugarh University Assam Dibrugarh India Department of Software Eng. Firat University Elazig23100 Turkey Data Science and Computational Intelligence Institute University of Granada Spain Department of Informatics Faculty of Science Jan Evangelista Purkyně University in Ústí nad Labem Czech Republic Department of Applied Mathematics School of Computer Science Faculty of Mathematics and Physics Charles University Prague Czech Republic Harvard Paulson School of Engineering and Applied Sciences Harvard University AllstonMA02134 United States Swinburne University of Technology HawthornVIC3122 Australia Center for Applied Optimization Department of Industrial and Systems Engineering University of Florida Gainesville32611 United States
XAI refers to the techniques and methods for building AI applications which assist end users to interpret output and predictions of AI models. Black box AI applications in high-stakes decision-making situations, such ... 详细信息
来源: 评论