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检索条件"机构=The Center for High Performance Computing and Data Science"
1864 条 记 录,以下是1-10 订阅
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AI-Powered Earth Disaster Management: A Collaborative Innovation Platform  24
AI-Powered Earth Disaster Management: A Collaborative Innova...
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8th International Conference on Innovation in Artificial Intelligence, ICIAI 2024
作者: Huang, Chung-I Sun, Chen-Kai Chang, Jih-Sheng Chang, Wen-Yi Lin, Fang-Pang Wu, Jyh-Horng Chen, Wei-Yu Data Science and Technology Division National Center for High Performance Computing Taiwan High Performance Computing Division National Center for High-performance Computing Taiwan
来源: 评论
Feasibility Study on Restoring Chinese Documents by Convolutional Autoencoder
Feasibility Study on Restoring Chinese Documents by Convolut...
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2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023
作者: Lo, Shi Wei Chou, Hsiu-Mei National Center for High-Performance Computing Data Science and Technology Division Hsinchu Taiwan
Digitalizing documents has become a crucial aspect of modern information management. However, various factors, such as manual handwriting, stains, and degradation, can significantly impact the quality of digitalized d... 详细信息
来源: 评论
I/O Latency Management in Private Cloud Infrastructures  25th
I/O Latency Management in Private Cloud Infrastructures
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25th International Conference on Parallel and Distributed computing, Applications and Technologies, PDCAT 2024
作者: HoseinyFarahabady, MohammadReza Zomaya, Albert Y. School of Computer Science Center for Distributed and High Performance Computing The University of Sydney SydneyNSW Australia
This paper examines how co-locating multiple VMs on a single physical server with shared storage impacts I/O performance, specifically focusing on latency of I/O operations, and the overall throughput. We introduce a ... 详细信息
来源: 评论
Out-of-Memory GPU Sorting Using Asynchronous CUDA Streams  25th
Out-of-Memory GPU Sorting Using Asynchronous CUDA Streams
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25th International Conference on Parallel and Distributed computing, Applications and Technologies, PDCAT 2024
作者: HoseinyFarahabady, MohammadReza Zomaya, Albert Y. School of Computer Science Center for Distributed and High Performance Computing The University of Sydney SydneyNSW Australia
Graphics Processing Units (GPUs) are widely used as powerful hardware accelerators for data-intensive tasks. However, their efficacy can be hindered by constraints in device memory and data transfer speeds via the PCI... 详细信息
来源: 评论
A Graph-Based Method for AI Chip Operator Optimization Using Deep Learning  6
A Graph-Based Method for AI Chip Operator Optimization Using...
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6th IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2024
作者: Yan, Jiapeng Zheng, Qilong School of Computer Science Hefei China National High Performance Computing Center Hefei China
AI operators refer to reusable code programs encapsulated in AI chip frameworks that implement specific functions. To achieve high performance, it is necessary to combine hardware characteristics efficiently when prog... 详细信息
来源: 评论
Automatic 3D modeling and exploration of indoor structures from panoramic imagery  24
Automatic 3D modeling and exploration of indoor structures f...
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2024 SIGGRAPH Asia 2024 Courses, SA Courses 2024
作者: Gobbetti, Enrico Pintore, Giovanni Agus, Marco National Research Center in High-Performance Computing Big Data and Quantum Computing Cagliari Italy Visual and Data-intensive Computing Center for Advanced Studies Research and Development in Sardinia Cagliari Italy College of Science and Engineering Hamad Bin Khalifa University Doha Qatar
Surround-view panoramic imaging delivers extensive spatial coverage and is widely supported by professional and commodity capture devices. Research on inferring and exploring 3D indoor models from 360° images has... 详细信息
来源: 评论
FedDAD: Federated Domain Adaptation for Object Detection
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IEEE Access 2023年 11卷 51320-51330页
作者: Lu, Peggy Joy Jui, Chia-Yung Chuang, Jen-Hui National Yang Ming Chiao Tung University Department of Computer Science Hsinchu30010 Taiwan National Center for High-Performance Computing Data Science and Technology Division Taichung40763 Taiwan
Training an object detection model often requires numerous annotated images on a centralized host, which may violate user privacy and data confidentiality. Federated learning (FL) resolves this issue by allowing multi... 详细信息
来源: 评论
Containerized data-Flow Processing for Scalable Real-Time Analytics on Edge Devices  25th
Containerized Data-Flow Processing for Scalable Real-Time A...
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25th International Conference on Parallel and Distributed computing, Applications and Technologies, PDCAT 2024
作者: HoseinyFarahabady, MohammadReza Y. Zomaya, Albert School of Computer Science Center for Distributed and High Performance Computing The University of Sydney SydneyNSW2006 Australia
The increasing demand for real-time data analysis in Internet of Things (IoT) ecosystems has created several challenges, particularly in environments where resources are limited, and minimizing data processing latency... 详细信息
来源: 评论
Situational Scene Graph for Structured Human-Centric Situation Understanding
Situational Scene Graph for Structured Human-Centric Situati...
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2025 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2025
作者: Sugandhika, Chinthani Li, Chen Rajan, Deepu Fernando, Basura College of Computing and Data Science Nanyang Technological University Singapore Centre for Frontier Ai Research Agency for Science Technology and Research Singapore Institute of High-Performance Computing Agency for Science Technology and Research Singapore
Graph based representation has been widely used in modelling spatio-temporal relationships in video understanding. Although effective, existing graph-based approaches focus on capturing the human-object relationships ... 详细信息
来源: 评论
Evaluating and Improving Optical Character Recognition (OCR) Efficiency in Recognizing Mandarin Phrases with Phonetic Symbols
Evaluating and Improving Optical Character Recognition (OCR)...
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2022 IEEE International Conference on Internet of Things and Intelligence Systems, IoTaIS 2022
作者: Lo, Shi Wei Chou, Hsiu-Mei National Center for High-Performance Computing Data Science and Technology Division Hsinchu Taiwan
The development of tools and materials for those people who are visually impaired is a crucial topic in the research area of assistive technologies. In mandarin learning, most printing materials for K-4 children have ... 详细信息
来源: 评论