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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61-70 订阅
排序:
Transfer Learning Using Variational Quantum Circuit  1
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11th International Advanced computing Conference, IACC 2021
作者: Karur Mudugal Mathad, Rajashekharaiah Saurabh, Abhishek Mishra, Aditya Jain, Sambhav Kumar, Purushottam Vardaan Chickerur, Satyadhyan School of Computer Science and Engineering K L E Technological University Karnataka Hubballi580 031 India Centre for High Performance Computing K L E Technological University Karnataka Hubballi580 031 India
Quantum computing and particularly quantum machine learning has witnessed a surge in the direction of fruitful research being done in recent years. Variational quantum algorithms have gained popularity due to their re... 详细信息
来源: 评论
Online demand peak shaving with machine-learned advice in digital twins
Digital Twins and Applications
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Digital Twins and Applications 2024年 第1期1卷 38-50页
作者: Minxi Feng Wei Li Boyu Qin Albert Y.Zomaya Centre for Distributed and High Performance Computing School of Computer ScienceThe University of SydneySydneyNew South WalesAustralia State Key Laboratory of Electrical Insulation and Power Equipment Department of Electrical EngineeringXi'an Jiaotong UniversityXi'anChina
As the use of physical instruments grows,control algorithms are being increasingly deployed to enhance efficiency and reliability through digital twin *** load management is central to energy systems within digital tw... 详细信息
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Towards Harmless Rawlsian Fairness Regardless of Demographic Prior
arXiv
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arXiv 2024年
作者: Wang, Xuanqian Li, Jing Tsang, Ivor W. Ong, Yew-Soon School of Computer Science and Engineering Beihang University China Institute of High-Performance Computing Agency for Science Technology and Research Singapore Centre for Frontier AI Research Agency for Science Technology and Research Singapore College of Computing and Data Science Nanyang Technological University Singapore
Due to privacy and security concerns, recent advancements in group fairness advocate for model training regardless of demographic information. However, most methods still require prior knowledge of demographics. In th... 详细信息
来源: 评论
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
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A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends
arXiv
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arXiv 2023年
作者: Mei, Jiaxin Zhou, Tao Huang, Kaiwen Zhang, Yizhe Zhou, Yi Wu, Ye Fu, Huazhu Key Laboratory of Intelligent Perception and Systems for High-Dimensional Information of Ministry of Education 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
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
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ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learn...
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Conference on computer Vision and Pattern Recognition (CVPR)
作者: Jiangbo Shi Chen Li Tieliang Gong Yefeng Zheng Huazhu Fu School of Computer Science and Technology Xi'an Jiaotong University Xi'an China Tencent YouTu Lab Jarvis Research Center Shenzhen China Agency for Science Technology and Research Institute of High Performance Computing Singapore
Multiple instance learning (MIL)-based framework has become the mainstream for processing the whole slide image (WSI) with giga-pixel size and hierarchical image context in digital pathology. However, these methods he... 详细信息
来源: 评论
Differentiable Hash Encoding for Physics-Informed Neural Networks
Differentiable Hash Encoding for Physics-Informed Neural Net...
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Artificial Intelligence (CAI), IEEE Conference on
作者: Ge Jin Deyou Wang Jian Cheng Wong Shipeng Li School of Aerospace Engineering (SAE) Beijing Institute of Technology (BIT) Beijing China School of Computer Science and Engineering (SCSE) Nanyang Technological University (NTU) Singapore Institute of High Performance Computing (IHPC) Agency for Science Technology and Research (A*STAR) Singapore
Physics-informed neural networks (PINNs) have received considerable attention in the field of scientific computing. Enhancing their performance to fully realize their potential is a key concern in related fields. Rece... 详细信息
来源: 评论
PancakeFS: A Write Efficiently and Read Optimized Filesystem
PancakeFS: A Write Efficiently and Read Optimized Filesystem
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Consumer Electronics and computer engineering (ICCECE), 2021 IEEE International Conference on
作者: Yongkang Wang Yang Liu Zhiguang Chen School of Computer Science and Engineering Sun Yat-sen University Guangzhou China State Key Laboratory of High-Performance Computing Institute for Quantum Information College of Computer National University of Defense Technology Changsha China
With the development of emerging technologies such as cloud computing and large AI models (such as LLM), many applications have placed higher demands on the intensive read and write processing of massive data. Address...
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Hybrid Convolutional Neural Network with Change Detection on Hyperspectral Imagery  1
Hybrid Convolutional Neural Network with Change Detection on...
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1st International Conference on Industrial Electronics Research and Applications, ICIERA 2021
作者: Bidari, Indira Chickerur, Satyadhyan Thm, Abhishek School of Computer Science and Engineering KLE Technological University Hubballi India Centre for High Performance Computing KLE Technological University Hubballi India
Change Detection (CD) is one of the major research areas in the field of remote sensing. Hyperspectral Images (HSI's) boosted the change detection technology with their high spectral resolution features. Tradition... 详细信息
来源: 评论
Soft Constraint in Local Structure Approximation-PINN
Soft Constraint in Local Structure Approximation-PINN
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Artificial Intelligence (CAI), IEEE Conference on
作者: Jian Cheng Wong Pao-Hsiung Chiu Chinchun Ooi My Ha Dao Institute of High Performance Computing Agency for Science Technology and Research (A*STAR) Singapore School of Computer Science and Engineering Nanyang Technological University (NTU) Singapore Center for Frontier AI Research Agency for Science Technology and Research (A*STAR) Singapore
We previously presented a novel loss formulation for efficient learning of complex dynamics from governing physics, typically described by partial differential equations (PDEs), using physics-informed neural networks ... 详细信息
来源: 评论