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检索条件"机构=High Performance Computing Laboratory Computer engineering Department"
1596 条 记 录,以下是11-20 订阅
排序:
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for Federated Continual Learning
arXiv
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arXiv 2025年
作者: Qi, Xiaoming Zhang, Jingyang Fu, Huazhu Yang, Guanyu Li, Shuo Jin, Yueming Department of Biomedical Engineering Department of Electrical and Computer Engineering National University of Singapore Singapore Singapore Ministry of Education Nanjing China Institute of High Performance Computing A*STAR Singapore Departments Biomedical Engineering and Computer and Data Science Case Western Reserve University Cleveland United States
Federated continual learning (FCL) offers an emerging pattern to facilitate the applicability of federated learning (FL) in real-world scenarios, where tasks evolve dynamically and asynchronously across clients, espec... 详细信息
来源: 评论
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for Federated Continual Learning
arXiv
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arXiv 2025年
作者: Qi, Xiaoming Zhang, Jingyang Fu, Huazhu Yang, Guanyu Li, Shuo Jin, Yueming Department of Biomedical Engineering Department of Electrical and Computer Engineering National University of Singapore Singapore Singapore Ministry of Education Nanjing China Institute of High Performance Computing A*STAR Singapore Departments Biomedical Engineering Computer and Data Science Case Western Reserve University Cleveland United States
Federated continual learning (FCL) offers an emerging pattern to facilitate the applicability of federated learning (FL) in real-world scenarios, where tasks evolve dynamically and asynchronously across clients, espec... 详细信息
来源: 评论
Robust and digital hyper-polarization protocol of nuclear spins via magic sequential sequence
arXiv
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arXiv 2025年
作者: Li, Haiyang Liao, Hao Wang, Ping Faculty of Arts and Sciences Beijing Normal University Zhuhai519087 China National Engineering Laboratory on Big Data System Computing Technology Guangdong Province Engineering Center of China-made High Performance Data Computing System College of Computer Science and Software Engineering Shenzhen University Shenzhen518060 China
Hyper-polarization of nuclear spins is crucial for advancing nuclear magnetic resonance (NMR) and quantum information technologies, as nuclear spins typically exhibit extremely low polarization at room temperature due... 详细信息
来源: 评论
APP: Enabling Soft Real-Time Execution on Densely-Populated Hybrid Memory System  23
APP: Enabling Soft Real-Time Execution on Densely-Populated ...
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Proceedings of the 60th Annual ACM/IEEE Design Automation Conference
作者: Zheng-Wei Wu Yun-Chih Chen Yuan-Hao Chang Tei-Wei Kuo Department of Computer Science and Information Engineering National Taiwan University Institute of Information Science Academia Sinica Taiwan Department of Computer Science and Information Engineering National Taiwan University and Mohamed bin Zayed University of Artificial Intelligence Department of Computer Science and NTU High Performance and Scientific Computing Center National Taiwan University
Memory swapping was considered slow and evil, but swapping to Ultra Low-Latency storage like Optane has become a promising solution to save power and cost, helping densely-populated edge server to overcome its DRAM ca...
来源: 评论
Reducing Communication Overhead in Federated Learning for Network Anomaly Detection with Adaptive Client Selection
arXiv
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arXiv 2025年
作者: Marfo, William Tosh, Deepak K. Moore, Shirley V. Suetterlein, Joshua Manzano, Joseph Department of Computer Science United States High-Performance Computing Group United States University of Texas at El Paso El PasoTX79968 United States Pacific Northwest National Laboratory RichlandWA99354 United States
Communication overhead in federated learning (FL) poses a significant challenge for network anomaly detection systems, where the myriad of client configurations and network conditions can severely impact system effici... 详细信息
来源: 评论
MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining
arXiv
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arXiv 2025年
作者: Wu, Ruiqi Su, Na Zhang, Chenran Ma, Tengfei Zhou, Tao Cui, Zhiting Tang, Nianfeng Mao, Tianyu Zhou, Yi Fan, Wen Wu, Tianxing Jing, Shenqi Fu, Huazhu School of Computer Science and Engineering Southeast University Nanjing China Department of Ophthalmology The First Affiliated Hospital of Nanjing Medical University Nanjing China School of Computer Science and Engineering Nanjing University of Science and Technology Nanjing China Institute of High-Performance Computing Agency for Science Technology and Research Singapore
Vision-language pretraining (VLP) has been investigated to generalize across diverse downstream tasks for fundus image analysis. Although recent methods showcase promising achievements, they significantly rely on larg... 详细信息
来源: 评论
Fundus Image Quality Assessment and Enhancement: a Systematic Review
arXiv
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arXiv 2025年
作者: Li, Heng Li, Haojin Ou, Mingyang Yu, Xiangyang Zhang, Xiaoqing Niu, Ke Fu, Huazhu Liu, Jiang Research Institute of Trustworthy Autonomous Systems SUSTech Shenzhen China Department of Computer Science and Engineering SUSTech Shenzhen China Center for High Performance Computing and Shenzhen Key Laboratory of Intelligent Bioinformatics Shenzhen Institute of Advanced Technology Chinese Academy of Sciences Shenzhen China Computer School Beijing Information Science and Technology University Beijing China Singapore
As an affordable and convenient eye scan, fundus photography holds the potential for preventing vision impairment, especially in resource-limited regions. However, fundus image degradation is common under intricate im... 详细信息
来源: 评论
From Failure to Insight: Analyzing Disk Breakdowns in Large-Scale HPC Environments  24
From Failure to Insight: Analyzing Disk Breakdowns in Large-...
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Proceedings of the SC '24 Workshops of the International Conference on high performance computing, Network, Storage, and Analysis
作者: Anjus George Meng Wang Jesse Hanley Garrett Wilson Ransom John Bent Christopher Zimmer National Center for Computational Sciences Oak Ridge National Laboratory Oak Ridge TN USA Department of Computer Science University of Chicago Chicago IL USA HPC Infrastructure Los Alamos National Laboratory Los Alamos NM USA High Performance Computing Los Alamos National Laboratory Los Alamos NM USA
Disk failure data provides valuable insights for preventing failures, enhancing storage robustness, guiding system design and deployment, and ensuring reliable operations at data centers. This paper introduces two dis... 详细信息
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Enabling All-to-Circular Polarization Up-Conversion by Nonlinear Chiral Metasurfaces with Rotational Symmetry
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Physical Review Letters 2025年 第2期134卷 023804-023804页
作者: Dmitrii Gromyko Jun Siang Loh Jiangang Feng Cheng-Wei Qiu Lin Wu Science Mathematics and Technology (SMT) Singapore University of Technology and Design (SUTD) 8 Somapah Road 487372 Singapore Singapore Department of Electrical and Computer Engineering National University of Singapore 4 Engineering Drive 3 117583 Singapore Singapore Institute of High Performance Computing ASTAR (Agency for Science Technology and Research) 1 Fusionopolis Way No. 16-16 Connexis 138632 Singapore Singapore
We introduce a stacking strategy to design nonlinear chiral metasurfaces with high rotational symmetry, enabling degenerate quasi-bound-in-the-continuum resonances of absolute chirality. This symmetry allows for conve... 详细信息
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Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering
arXiv
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arXiv 2025年
作者: Liao, Zehui Hu, Shishuai Zou, Ke Fu, Huazhu Zhen, Liangli Xia, Yong National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology School of Computer Science and Engineering Northwestern Polytechnical University Xi’an710072 China Institute of High Performance Computing Agency for Science Technology and Research Singapore138632 Singapore National University of Singapore Singapore119077 Singapore
Multimodal large language models (MLLMs) have demonstrated significant potential in medical Visual Question Answering (VQA). Yet, they remain prone to hallucinations—incorrect responses that contradict input images, ... 详细信息
来源: 评论