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检索条件"机构=High Performance Computing Lab School of Computer Science and Engineering"
488 条 记 录,以下是171-180 订阅
排序:
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification
arXiv
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arXiv 2024年
作者: Yuan, Han Hong, Chuan Jiang, Pengtao Zhao, Gangming Tran, Nguyen Tuan Anh Xu, Xinxing Yan, Yet Yen Liu, Nan Centre for Quantitative Medicine Duke-NUS Medical School Singapore Department of Biostatistics and Bioinformatics Duke University United States College of Computer Science Nankai University China Faculty of Engineering The University of Hong Kong Hong Kong Department of Diagnostic Radiology Singapore General Hospital Singapore Institute of High Performance Computing Agency for Science Technology and Research Singapore Department of Radiology Changi General Hospital Singapore Programme in Health Services and Systems Research Duke-NUS Medical School Singapore Institute of Data Science National University of Singapore Singapore
Background: Pneumothorax is an acute thoracic disease caused by abnormal air collection between the lungs and chest wall. Recently, artificial intelligence (AI), especially deep learning (DL), has been increasingly em... 详细信息
来源: 评论
MAPA: Multi-Accelerator Pattern Allocation Policy for Multi-Tenant GPU Servers
MAPA: Multi-Accelerator Pattern Allocation Policy for Multi-...
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Supercomputing Conference
作者: Kiran Ranganath Joshua D. Suetterlein Joseph B. Manzano Shuaiwen Leon Song Daniel Wong Department of Electrical and Computer Engineering University of California Riverside CA USA High-Performance Computing Group Pacific Northwest National Lab WA USA Future System Architecture Lab School of Computer Science University of Sydney Sydney Australia
Multi-accelerator servers are increasingly being deployed in shared multi-tenant environments (such as in cloud data centers) in order to meet the demands of large-scale compute-intensive workloads. In addition, these... 详细信息
来源: 评论
A Heuristic Sparsification Method to Improve the performance of Neural Networks on Autism Spectrum Disorder Identification Tasks
A Heuristic Sparsification Method to Improve the Performance...
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International Conference on Information science and Technology (ICIST)
作者: Fangyu Zhang Yi Pan Yanjie Wei Jin Liu Zhenli Lin Centre for High Performance Computing Chinese Academy of Sciences Shenzhen Institute of Advanced Technology Shenzhen China Shenzhen Key Laboratory of Intelligent Bioinformatics Chinese Academy of Sciences Shenzhen Institute of Advanced Technology Shenzhen China School of Computer Science and Engineering Central South University Changsha China Department of Ophthalmology Shenzhen University General Hospital Shenzhen China
Deep learning (DL) has been widely used in the detection of neurological diseases such as Autism spectrum disorder (ASD). Most studies in this field manually designed and adjusted the hyperparameters of DL models, but...
来源: 评论
Graph Confidence Intercalibration Network for Intracranial Aneurysm Lesion Instance Segmentation in Dsa
SSRN
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SSRN 2024年
作者: Ye, Haili Mo, Yancheng Tang, Chen Liao, Mingqian Zhang, Xiaoqing Dai, Limeng Li, Baihua Liu, Jiang Research Institute of Trustworthy Autonomous Systems Department of Computer Science and Engineering Southern University of Science and Technology Shenzhen518055 China Department of Computer Science Loughborough University LoughboroughLE11 3TU United Kingdom School of Ophthalmology and Optometry Eye Hospital Wenzhou Medical University Wenzhou325027 China Center for High Performance Computing and Shenzhen Key Laboratory of Intelligent Bioinformatics Shenzhen Institute of Advanced Technology Chinese Academy of Sciences Shenzhen518055 China Shenzhen People’s Hospital Neurosurgery Department Shenzhen518020 China China
Intracranial aneurysm (IA) lesion segmentation is significant for its treatment and prognosis. Although exiting deep network-based instance methods have good IA lesion segmentation results based on digital subtraction... 详细信息
来源: 评论
Uncertainty Quantification of Signal Integrity Analysis for Neuromorphic Chips
IEEE Transactions on Signal and Power Integrity
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IEEE Transactions on Signal and Power Integrity 2022年 1卷 160-169页
作者: Hanzhi Ma Da Li Tuomin Tao Xingjian Shangguan En-Xiao Liu Jose Schutt-Aine Andreas C. Cangellaris Er-Ping Li College of Information Science and Electronic Engineering ZJU-UIUC Institute Zhejiang University Hangzhou China Key Lab of Advanced Micro/Nano Electronic Devices and Smart Systems of Zhejiang University Hangzhou China Zhejiang-Singapore Innovation and AI Joint Research Lab China Department of Electrical and Computer Engineering University of Illinois at Urbana-Champaign Urbana IL USA A*STAR Institute of High Performance Computing Singapore
A dimensionality reduction based neural network framework is introduced for uncertainty quantification of time-domain response based on system uncertain design parameters for neuromorphic chips. The proposed method fi... 详细信息
来源: 评论
Parallel attention network with sequence matching for video grounding
arXiv
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arXiv 2021年
作者: Zhang, Hao Sun, Aixin Jing, Wei Zhen, Liangli Zhou, Joey Tianyi Mong Goh, Rick Siow School of Computer Science and Engineering Nanyang Technological University Singapore Singapore Institute of High Performance Computing A*STAR Singapore Singapore Institute for Infocomm Research A*STAR Singapore Singapore
Given a video, video grounding aims to retrieve a temporal moment that semantically corresponds to a language query. In this work, we propose a Parallel Attention Network with Sequence matching (SeqPAN) to address the... 详细信息
来源: 评论
Revisiting the onsets and frames model with additive attention
arXiv
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arXiv 2021年
作者: Cheuk, Kin Wai Luo, Yin-Jyun Benetos, Emmanouil Herremans, Dorien Information Systems Technology and Design Singapore University of Technology and Design Institute of High Performance Computing A*STAR School of Electronic Engineering and Computer Science Queen Mary University of London
Recent advances in automatic music transcription (AMT) have achieved highly accurate polyphonic piano transcription results by incorporating onset and offset detection. The existing literature, however, focuses mainly... 详细信息
来源: 评论
从四方到立方:高性能太阳能电池的钙钛矿相结构演变
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science Bulletin 2023年 第2期68卷 141-145,M0003页
作者: 魏旗 梁昊 Yuki Haruta Makhsud Saidaminov 米启兮 Michael Saliba 崔光磊 宁志军 School of Physical Science and Technology ShanghaiTech UniversityShanghai 201210China High Performance Computing Department National Supercomputing Center in ShenzhenShenzhen 200441China Department of Chemistry and Department of Electrical&Computer Engineering and Centre for Advanced Materials and Related Technologies(CAMTEC) University of VictoriaVictoria V8P 5C2Canada Institute for Photovoltaics University of StuttgartStuttgart 70569Germany Qingdao Industrial Energy Storage Research Institute Qingdao Institute of Bioenergy and Bioprocess TechnologyChinese Academy of SciencesQingdao 266101China
Crystal structure, which is generally determined by the composition, ionic radius and valence state of constituent elements, plays a significant role in the material’s fundamental properties such as optical, electron... 详细信息
来源: 评论
Ideal Quadratic Nodal Point with Large Surface Arc States in Half-Heusler Material Scbipt
SSRN
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SSRN 2022年
作者: Yang, Tie Liu, Ying Tan, Xingwen Zhang, Xiaoming Wu, Zhimin Zhang, Gang State Key Lab for Reliability and Intelligence of Electrical Equipment China School of Physical Science and Technology Southwest University Chongqing400715 China School of Physics and Electronic Engineering Chongqing Normal University Chongqing401331 China School of Materials Science and Engineering Hebei University of Technology Tianjin300130 China Institute of High Performance Computing Agency for Science Technology and Research Connexis 138632 Singapore
Recently, the research focus of topological states in electronic systems has been shifted from the conventional linear type to high order dispersion, in which more exotic physical properties are exhibited, such as hig... 详细信息
来源: 评论
A Novel Human-Based Meta-Heuristic Algorithm: Dragon Boat Optimization
arXiv
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arXiv 2023年
作者: Li, Xiang Lan, Long Lahza, Husam Yang, Shaowu Wang, Shuihua Yang, Wenjing Liu, Hengzhu Zhang, Yudong College of Computer Science and Technology National University of Defense Technology Changsha410073 China Institute for Quantum Information State Key Laboratory of High Performance Computing College of Computer Science and Technology National University of Defense Technology Changsha410073 China Department of Information Technology Faculty of Computing and Information Technology King Abdulaziz University Jeddah21589 Saudi Arabia Department of Biological Sciences Xi’an Jiaotong-Liverpool University Jiangsu Suzhou215123 China School of Computing and Mathematical Sciences University of Leicester LeicesterLE1 7RH United Kingdom School of Computer Science and Engineering Southeast University Jiangsu Nanjing210096 China Department of Mathematical Sciences University of Liverpool LiverpoolL69 3BX United Kingdom
(Aim) Dragon Boat Racing, a popular aquatic folklore team sport, is traditionally held during the Dragon Boat Festival. Inspired by this event, we propose a novel human-based meta-heuristic algorithm called dragon boa... 详细信息
来源: 评论