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of 190
pro vyhledávání: '"Shi, JinJing"'
Quantum federated learning has brought about the improvement of privacy image classification, while the lack of personality of the client model may contribute to the suboptimal of quantum federated learning. A personalized quantum federated learning
Externí odkaz:
http://arxiv.org/abs/2410.02547
Publikováno v:
ACM Transactions on Software Engineering and Methodology, 2024
Quantum Neural Network (QNN) combines the Deep Learning (DL) principle with the fundamental theory of quantum mechanics to achieve machine learning tasks with quantum acceleration. Recently, QNN systems have been found to manifest robustness issues s
Externí odkaz:
http://arxiv.org/abs/2402.12950
Numerous current Quantum Machine Learning (QML) models exhibit an inadequacy in discerning the significance of quantum data, resulting in diminished efficacy when handling extensive quantum datasets. Hard Attention Mechanism (HAM), anticipated to eff
Externí odkaz:
http://arxiv.org/abs/2401.14089
Self-Attention Mechanism (SAM) excels at distilling important information from the interior of data to improve the computational efficiency of models. Nevertheless, many Quantum Machine Learning (QML) models lack the ability to distinguish the intrin
Externí odkaz:
http://arxiv.org/abs/2308.13422
Variational quantum algorithms (VQAs) are considered as one of the most promising candidates for achieving quantum advantages on quantum devices in the noisy intermediate-scale quantum (NISQ) era. They have been developed for numerous applications su
Externí odkaz:
http://arxiv.org/abs/2301.10433
Self-Attention Mechanism (SAM) is good at capturing the internal connections of features and greatly improves the performance of machine learning models, espeacially requiring efficient characterization and feature extraction of high-dimensional data
Externí odkaz:
http://arxiv.org/abs/2207.07563
Autor:
Shi, Jinjing, Zhao, Tongge, Wang, Yizhi, Yu, Chunlin, Lu, Yuhu, Shi, Ronghua, Zhang, Shichao, Wu, Junjie
It has been proven that Boson sampling is a much promising model of optical quantum computation, which has been applied to designing quantum computer successfully, such as "Jiuzhang". However, the meaningful randomness of Boson sampling results, whos
Externí odkaz:
http://arxiv.org/abs/2206.02292
Publikováno v:
In iScience 18 October 2024 27(10)
Autor:
Qu, Qiang, Shi, Yanping, Guo, Qixin, Yue, Xin, Chen, Lu, Sun, Jinyu, Chen, Ziqi, Shi, Jinjing, Cheang, Iokfai, Zhu, Xu, Yao, Wenming, Gao, Rongrong, Li, Xinli, Zhou, Yanli, Zhang, Haifeng, Liao, Shengen
Publikováno v:
In Archives of Gerontology and Geriatrics January 2024 116
Publikováno v:
Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)
With the popularization and development of communication technology, the resource allocation problem of satellites has become a hot research topic. This study proposes a model for satellite resource allocation through the development of a beam mobili
Externí odkaz:
https://doaj.org/article/b5303d29ee2e4abfafcb0b789deeb6b2