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检索条件"机构=High Performance Computing Lab Department of Computer Science and Engineering"
680 条 记 录,以下是421-430 订阅
排序:
Communication-Efficient Distributed Deep Learning with Merged Gradient Sparsification on GPUs
Communication-Efficient Distributed Deep Learning with Merge...
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IEEE Annual Joint Conference: INFOCOM, IEEE computer and Communications Societies
作者: Shaohuai Shi Qiang Wang Xiaowen Chu Bo Li Yang Qin Ruihao Liu Xinxiao Zhao High-Performance Machine Learning Lab Hong Kong Baptist University Department of Computer Science and Engineering The Hong Kong University of Science and Technology Department of Computer Science and Technology Harbin Institute of Technology (Shenzhen) *** Shenzhen District Block Technology Co. Ltd.
Distributed synchronous stochastic gradient descent (SGD) algorithms are widely used in large-scale deep learning applications, while it is known that the communication bottleneck limits the scalability of the distrib... 详细信息
来源: 评论
SmartBackup: An Efficient and Reliable Backup Strategy for Solid State Drives with Backup Capacitors
SmartBackup: An Efficient and Reliable Backup Strategy for S...
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IEEE International Conference on high performance computing and Communications (HPCC)
作者: Min Huang Yi Wang Liyan Qiao Duo Liu Zili Shao School of Electrical Engineering and Automation Harbin Institute of Technology Guangdong Province Key Laboratory of Popular High Performance Computers Shenzhen University College of Computer Science Chongqing University Department of Computing The Hong Kong Polytechnic University
Unpredictable power outages in NAND flashbased Solid State Drives (SSDs) may cause system failure or reliability problems. Capacitors are widely adopted as the interim power supplier when power interruption happens. H... 详细信息
来源: 评论
Numerical simulations of attachment-line boundary layer in hypersonic flow, Part I: roughness-induced subcritical transitions
arXiv
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arXiv 2024年
作者: Xi, Youcheng Yan, Bowen Yang, Guangwen Sha, Xinguo Zhu, Dehua Fu, Song School of Aerospace Engineering Tsinghua University Beijing100084 China Institute of High Performance Computing Department of Computer Science and Technology Tsinghua University Beijing100084 China China Academy of Aerospace Aerodynamics Beijing100074 China
The attachment-line boundary layer is critical in hypersonic flows because of its significant impact on heat transfer and aerodynamic performance. In this study, high-fidelity numerical simulations are conducted to an... 详细信息
来源: 评论
Ontology-based intelligent system for malware behavioral analysis
Ontology-based intelligent system for malware behavioral ana...
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IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
作者: Hsien-Der Huang Tsung-Yen Chuang Yi-Lang Tsai Chang-Shing Lee National Applied Research Laboratories National Center for High Performance Computing Tainan Taiwan Department of Information and Learning Technology National University of Tainan Tainan Taiwan Department of Computer Science and Information Engineering National University of Tainan Tainan Taiwan
This paper proposes an ontology-based intelligent system for malware behavioral analysis. The design background and structure of the Taiwan Malware Analysis Net (TWMAN) are presented to analyze the malware behavior. T... 详细信息
来源: 评论
Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement
arXiv
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arXiv 2023年
作者: Li, Heng Lin, Ziqin Qiu, Zhongxi Li, Zinan Niu, Ke Guo, Na Fu, Huazhu Hu, Yan Liu, Jiang The Research Institute of Trustworthy Autonomous Systems Southern University of Science and Technology Shenzhen China The Department of Computer Science and Engineering Southern University of Science and Technology Shenzhen China The Institute of High Performance Computing Agency for Science Technology and Research Singapore Computer School Beijing Information Science and Technology University Beijing China The School of Computer and Communication Engineering University of Science and Technology Beijing Beijing China
Medical imaging provides many valuable clues involving anatomical structure and pathological characteristics. However, image degradation is a common issue in clinical practice, which can adversely impact the observati... 详细信息
来源: 评论
Bridging Clinical Gaps: Multi-Dataset Integration for Reliable Multi-Class Lung Disease Classification with DeepCRINet and Occlusion Sensitivity
Bridging Clinical Gaps: Multi-Dataset Integration for Reliab...
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IEEE Symposium on computers and Communications (ISCC)
作者: Naeem Ullah Javed Ali Khan Ivanoe De Falco Giovanna Sannino Department of Electrical Engineering and Information Technology University of Naples "Federico II" Naples Italy Department of Computer Science University of Hertfordshire Hatfield UK Institute for High-Performance Computing and Networking (ICAR) National Research Council (CNR) Naples Italy
This research presents DeepCRINet, a deep learning (DL) model designed for reliable performance across various Chest Radiography Images (CRIs) datasets, in response to the urgent need for quick and accurate lung disea... 详细信息
来源: 评论
The SMART BEAR Project: An Overview of Its Infrastructure  7th
The SMART BEAR Project: An Overview of Its Infrastructure
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7th and 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health, ICT4AWE 2021 and ICT4AWE 2022
作者: Su, Qiqi Peretokin, Vadim Basdekis, Ioannis Kouris, Ioannis Maggesi, Jonatan Sicuranza, Mario Acebes, Alberto Bucur, Anca Mukkala, Vinod Jaswanth Roy Pozdniakov, Konstantin Kloukinas, Christos Koutsouris, Dimitrios D. Iliadou, Elefteria Leontsinis, Ioannis Gallo, Luigi De Pietro, Giuseppe Spanoudakis, George Department of Computer Science City University of London London United Kingdom Philips Research Eindhoven Netherlands SPHYNX Technology Solutions AG Zug Switzerland Biomedical Engineering Laboratory School of Electrical and Computer Engineering National Technical University of Athens Athens Greece Computer Science Department Università degli Studi di Milano Milan Italy Institute for High-Performance Computing and Networking National Research Council of Italy ICAR - CNR Naples Italy Atos Research and Innovation Madrid Spain 1st Otolaryngology University Department National and Kapodistrian University of Athens Athens Greece 1st Cardiology Clinic Medical School National and Kapodistrian University of Athens Athens Greece
The paper describes a cloud-based platform that utilizes Artificial Intelligence (AI) and Explainable AI techniques to deliver evidence-based, personalized interventions to individuals over 65 suffering or at risk of ... 详细信息
来源: 评论
Health Care and Management based on Block chain and Machine Learning
Health Care and Management based on Block chain and Machine ...
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Artificial Intelligence and Knowledge Discovery in Concurrent engineering (ICECONF), International Conference on
作者: Ruhi Bakh VeenaNair Sarkar Jerlin Priya Lovelin Auguskani Galiveeti Poornima Monali N. Shetty Meerjumla Govind Raj Dr. Ambedkar Institute of Management Studies and Research IIHMR UNIVERSITY. Department of Nursing College Aldrab Jazan University Kingdom of Saudi Arabia. High Performance Computing Lab School of Computer Science and Information Science Presidency University Bengaluru Computer Science Engineering Fr. CRCE St. Martin's Engineering College Secunderabad Telangana
With the coming of technology, we currently have an immense measure of information accessible in each field, making it conceivable to offer responses to many issues. We will utilize machine learning and block chain te... 详细信息
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Dual-Scale Enhanced and Cross-Generative Consistency Learning for Semi-Supervised Medical Image Segmentation
SSRN
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SSRN 2024年
作者: Gu, Yunqi Zhou, Tao Zhang, Yizhe Zhou, Yi He, Kelei Gong, Chen Zhu, Huafu PCA Lab The Key Laboratory of Intelligent Perception and Systems for High-Dimensional Information Ministry of Education School of Computer Science and Engineering Nanjing University of Information Science and Technology Nanjing210094 China School of Computer Science and Engineering Southeast University Nanjing211189 China Medical School Nanjing University National Institute of Healthcare Data Science Nanjing210023 China Institute of High Performance Computing A*STAR Singapore
Medical image segmentation plays a crucial role in computer-aided diagnosis. However, existing methods heavily rely on fully supervised training, which requires a large amount of labeled data with time-consuming pixel... 详细信息
来源: 评论
A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound Videos
arXiv
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arXiv 2022年
作者: Lin, Zhi Lin, Junhao Zhu, Lei Fu, Huazhu Qin, Jing Wang, Liansheng Department of Computer Science School of Informatics Xiamen University Xiamen China Guangzhou China Department of Electronic and Computer Engineering The Hong Kong University of Science and Technology Hong Kong Institute of High Performance Computing Agency for Science Technology and Research Singapore School of Nursing The Hong Kong Polytechnic University Kowloon Hong Kong
Breast lesion detection in ultrasound is critical for breast cancer diagnosis. Existing methods mainly rely on individual 2D ultrasound images or combine unlabeled video and labeled 2D images to train models for breas... 详细信息
来源: 评论