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检索条件"机构=High Performance Computing Lab School of Computer Science and Engineering"
486 条 记 录,以下是1-10 订阅
排序:
Activation Control of Vision Models for Sustainable AI Systems
IEEE Transactions on Artificial Intelligence
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IEEE Transactions on Artificial Intelligence 2024年 第7期5卷 3470-3481页
作者: Burton-Barr, Jonathan Fernando, Basura Rajan, Deepu Institute of High-Performance Computing The Centre for Frontier AI Research Agency for Science Technology and Research 138632 Singapore Nanyang Technological University Nanyang School of Computer Science and Engineering 639798 Singapore
As artificial intelligence (AI) systems become more complex and widespread, they require significant computational power, increasing energy consumption. Addressing this challenge is essential for ensuring the long-ter... 详细信息
来源: 评论
Prediction of job characteristics for intelligent resource allocation in HPC systems:a survey and future directions
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Frontiers of computer science 2022年 第5期16卷 17-33页
作者: Zhengxiong HOU Hong SHEN Xingshe ZHOU Jianhua GU Yunlan WANG Tianhai ZHAO Center for High Performance Computing School of Computer ScienceNorthwestern Polytechnical UniversityXi’an 710072China School of Computer Science and Engineering Sun Yat-Sen UniversityGuangzhou 510275China
Nowadays,high-performance computing(HPC)clusters are increasingly *** volumes of job logs recording many years of operation traces have been *** the same time,the HPC cloud makes it possible to access HPC services ***... 详细信息
来源: 评论
A survey on deep learning for polyp segmentation: techniques, challenges and future trends
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Visual Intelligence 2025年 第1期3卷 1-20页
作者: Mei, Jiaxin Zhou, Tao Huang, Kaiwen Zhang, Yizhe Zhou, Yi Wu, Ye Fu, Huazhu PCA Lab Key Laboratory of Intelligent Perception and Systems for High-Dimensional Information of Ministry of Education Nanjing China School of Computer Science and Engineering Nanjing University of Science and Technology Nanjing China School of Computer Science and Engineering Southeast University Nanjing China Institute of High Performance Computing A*STAR Singapore Singapore
Early detection and assessment of polyps play a crucial role in the prevention and treatment of colorectal cancer (CRC). Polyp segmentation provides an effective solution to assist clinicians in accurately locating an... 详细信息
来源: 评论
Accelerating fluid flow in Quantum computing using GPU
Accelerating fluid flow in Quantum Computing using GPU
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2023 International Conference on computer, Electronics and Electrical engineering and their Applications, IC2E3 2023
作者: Dandin, Joel Chickerur, Satyadhyan Kle Technological University School of Computer Science and Engineering Hubballi India Kle Technological University Centre for High Performance Computing School of Computer Science and Engineering Hubballi India
In the last few years, quantum computing has evolved as the next big technological breakthrough. Many big companies are actively researching this area and have built open-source frameworks which can be used to develop... 详细信息
来源: 评论
Implementation of Basic Mathematical Operations on Openpower-ISA of Libresoc  12th
Implementation of Basic Mathematical Operations on Openpower...
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12th International Conference on Soft computing for Problem Solving, SocProS 2023
作者: Bilal, Maliha Simeen Chickerur, Satyadhyan Giraddi, Shantala School of Computer Science and Engineering KLE Technological University Karnataka Hubballi580031 India Centre of High-performance Computing School of Computer Science and Engineering KLE Technological University Karnataka Hubballi580031 India School of Computer Science and Engineering KLE Technological University Karnataka Hubballi580031 India
In this era, it is observed that electronic system gadgets are developed every day with the most upcoming features which are beneficial and convenient for the user. SoCs, Softcores, and Softprocessors play a vital rol... 详细信息
来源: 评论
ES-Mask: Evolutionary Strip Mask for Explaining Time Series Prediction  37
ES-Mask: Evolutionary Strip Mask for Explaining Time Series ...
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37th AAAI Conference on Artificial Intelligence, AAAI 2023
作者: Sun, Yifei Song, Cheng Lu, Feng Li, Wei Jin, Hai Zomaya, Albert Y. National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology China Centre for Distributed and High Performance Computing School of Computer Science University of Sydney Australia
Machine learning models are increasingly used in time series prediction with promising results. The model explanation of time series prediction falls behind the model development and makes less sense to users in under... 详细信息
来源: 评论
Quick-MIMIC:A Multimodal Data Extraction Pipeline for MIMIC with Parallelization
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Big Data Mining and Analytics 2024年 第4期7卷 1333-1346页
作者: Yutao Dou Wei Li Yangtao Zheng Xiaojun Yao Huanxiang Liu Albert Y.Zomaya Shaoliang Peng College of Computer Science and Electronic Engineering Hunan UniversityChangsha 410082Chinaand also with Centre for Distributed and High Performance ComputingSchool of Computer ScienceThe University of SydneyDarlingtonNSW 2008Australia College of Computer Science and Electronic Engineering Hunan UniversityChangsha 410082China Centre for Distributed and High Performance Computing School of Computer ScienceThe University of SydneyDarlingtonNSW 2008Australia Faculty of Applied Sciences Macao Polytechnic UniversityMacao 999078China
Medical big data with artificial intelligence are vital in advancing digital ***,the opaque and non-standardised nature embedded in most medical data extraction is prone to batch effects and has become a significant o... 详细信息
来源: 评论
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise  38
Resfusion: Denoising Diffusion Probabilistic Models for Imag...
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38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Shi, Zhenning Zheng, Haoshuai Xu, Chen Dong, Changsheng Pan, Bin Xie, Xueshuo He, Along Li, Tao Fu, Huazhu College of Computer Science Nankai University China School of Statistics and Data Science Nankai University China Haihe Lab of ITAI China Institute of High Performance Computing A*STAR Singapore
Recently, research on denoising diffusion models has expanded its application to the field of image restoration. Traditional diffusion-based image restoration methods utilize degraded images as conditional input to ef...
来源: 评论
Learning in sinusoidal spaces with physics-informed neural networks
IEEE Transactions on Artificial Intelligence
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IEEE Transactions on Artificial Intelligence 2024年 第3期5卷 985-1000页
作者: Wong, Jian Cheng Ooi, Chin Chun Gupta, Abhishek Ong, Yew Soon Institute of High Performance Computing Agency for Science Technology and Research Singapore138632 Singapore School of Computer Science and Engineering Nanyang Technological University Singapore639798 Singapore Singapore Institute of Manufacturing Technology Agency for Science Technology and Research Singapore138632 Singapore Agency for Science Technology and Research Singapore138632 Singapore Data Science and Artificial Intelligence Research Centre School of Computer Science and Engineering Nanyang Technological University Singapore138632 Singapore
A physics-informed neural network (PINN) uses physics-Augmented loss functions, e.g., incorporating the residual term from governing partial differential equations (PDEs), to ensure its output is consistent with funda... 详细信息
来源: 评论
Demystifying Ethereum account diversity:observations,models and analysis
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Frontiers of computer science 2022年 第4期16卷 119-130页
作者: Chaofan Wang Xiaohai Dai Jiang Xiao Chenchen Li Ming Wen Bingbing Zhou Hai Jin Clusters and Grid Computing Lab National Engineering Research Center for Big Data Technology and System Services Computing Technology and System LabWuhan430074China School of Computer Science and Technology Huazhong University of Science and TechnologyWuhan430074China School of Cyber Science and Engineering Huazhong University of Science and TechnologyWuhan430074China Centre for Distributed and High Performance Computing School of Information TechnologiesThe University of SydneyCamperdownNew South Wales2006Australia
Blockchain platform Ethereum has involved millions of accounts due to its strong potential for providing numerous services based on smart *** massive accounts can be divided into diverse categories,such as miners,toke... 详细信息
来源: 评论