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检索条件"机构=Department of Data Science and Computing Systems"
774 条 记 录,以下是531-540 订阅
排序:
Enabling End-to-End Secure Federated Learning in Biomedical Research on Heterogeneous computing Environments with APPFLx
arXiv
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arXiv 2023年
作者: Hoang, Trung-Hieu Fuhrman, Jordan Madduri, Ravi Li, Miao Chaturvedi, Pranshu Li, Zilinghan Kim, Kibaek Ryu, Minseok Chard, Ryan Huerta, E.A. Giger, Maryellen Department of Electrical and Computer Engineering Coordinated Science Laboratory University of Illinois at Urbana-Champaign Street UrbanaIL61801 United States University of Chicago ChicagoIL United States Data Science and Learning Division Argonne National Laboratory LemontIL United States Department of Computer Science University of Illinois at Urbana-Champaign Street UrbanaIL61801 United States School of Industrial and Systems Engineering Georgia Institute of Technology AtlantaGA United States School of Computing Augmented Intelligence Arizona State University TempeAZ United States
Facilitating large-scale, cross-institutional collaboration in biomedical machine learning projects requires a trustworthy and resilient federated learning (FL) environment to ensure that sensitive information such as... 详细信息
来源: 评论
Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization
arXiv
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arXiv 2024年
作者: Deng, Xiumei Li, Jun Wei, Kang Shi, Long Xiong, Zeihui Ding, Ming Chen, Wen Jin, Shi Poor, H. Vincent School of Electronic and Optical Engineering Nanjing University of Science and Technology Nanjing210094 China The Department of Computing Hong Kong Polytechnic University 999077 Hong Kong The Pillar of Information Systems Technology and Design Singapore University of Technology and Design Singapore Data61 CSIRO SydneyNSW2015 Australia Department of Electronics Engineering Shanghai Jiao Tong University Shanghai200240 China The National Mobile Communications Research Laboratory Southeast University Nanjing210096 China Department of Electrical and Computer Engineering Princeton University NJ08544 United States
Adaptive moment estimation (Adam), as a Stochastic Gradient Descent (SGD) variant, has gained widespread popularity in federated learning (FL) due to its fast convergence. However, federated Adam (FedAdam) algorithms ... 详细信息
来源: 评论
Low-Loss Zero-Index Waveguides and Devices
Low-Loss Zero-Index Waveguides and Devices
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Conference on Lasers and Electro-Optics (CLEO)
作者: Tian Dong Tianxiang Dai Ye Chen Yueyang Liu Hancheng Liu Yiting Wang Anqi Ma Haifeng Hu Lihua Xu Le Zhao Weiguo Chu Chao Peng Jianwei Wang Yang Li Department of Precision Instrument State Key Laboratory of Precision Measurement Technology and Instrument Tsinghua University Beijing China State Key Laboratory for Mesoscopic Physics School of Physics Peking University Beijing China Department of Electronics and Frontiers Science Center for Nano-optoelectronics State Key Laboratory of Advanced Optical Communication Systems and Networks Peking University Beijing China Beijing Advanced Innovation Center for Big Data and Brain Computing Beihang University Beijing China Nanofabrication Laboratory National Center for Nanoscience and Technology Beijing China
We report flexible zero-index waveguides and devices whose loss is two orders of magnitude lower than the state of the art, enabling phase-error-free high-dense photonic integrated circuits for classical and quantum i... 详细信息
来源: 评论
Modeling Evolution of Message Interaction for Rumor Resolution  28
Modeling Evolution of Message Interaction for Rumor Resoluti...
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28th International Conference on Computational Linguistics, COLING 2020
作者: Chen, Lei Wei, Zhongyu Li, Jing Zhou, Baohua Zhang, Qi Huang, Xuanjing School of Data Science Fudan University China Research Institute of Intelligent and Complex Systems Fudan University China Department of Computing The Hong Kong Polytechnic University Hong Kong School of Journalism Fudan University China School of Computer Science Fudan University China
Previous work for rumor resolution concentrates on exploiting time-series characteristics or modeling topology structure separately. However, how local interactive pattern affects global information assemblage has not...
来源: 评论
Machine Learning and Physics-Driven Modelling and Simulation of Multiphase systems
SSRN
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SSRN 2024年
作者: Basha, Nausheen Arcucci, Rossella Angeli, Panagiota Anastasiou, Charitos Abadie, Thomas Casas, César Quilodrán Chen, Jianhua Cheng, Sibo Chagot, Loïc Galvanin, Federico Heaney, Claire E. Hossein, Fria Hu, Jinwei Kovalchuk, Nina Kalli, Maria Kahouadji, Lyes Kerhouant, Morgan Lavino, Alessio Liang, Fuyue Nathanael, Konstantia Magri, Luca Lettieri, Paola Materazzi, Massimiliano Erigo, Matteo Pico, Paula Pain, Christopher C. Shams, Mosayeb Simmons, Mark Traverso, Tullio Valdes, Juan Pablo Wolffs, Zef Zhu, Kewei Zhuang, Yilin Matar, Omar K. Department of Chemical Engineering Imperial College London United Kingdom Department of Earth Science & Engineering Imperial College London United Kingdom Department of Chemical Engineering University College London United Kingdom School of Chemical Engineering University of Birmingham United Kingdom Data Science Institute Department of Computing Imperial College London United Kingdom State Key Laboratory of Multiphase Complex Systems Institute of Process Engineering Chinese Academy of Sciences Beijing China Centre for AI-Physics Modelling Imperial-X White City Campus Imperial College London United Kingdom The Alan Turing Institute British Library 96 Euston Road LondonNW1 2DB United Kingdom Department of Aeronautics Imperial College London United Kingdom Institute of Physics University of Amsterdam Science Park Amsterdam904 Netherlands Nikhef Science Park Amsterdam105 Netherlands Department of Computer Science University of York United Kingdom
We highlight the work of a multi-university collaborative programme, PREMIERE (PREdictive Modelling with QuantIfication of UncERtainty for MultiphasE systems), which is at the intersection of multi-physics and machine... 详细信息
来源: 评论
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers
arXiv
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arXiv 2021年
作者: Zhu, Tianyu Hiller, Markus Ehsanpour, Mahsa Ma, Rongkai Drummond, Tom Reid, Ian Rezatofighi, Hamid The Department of Electrical and Computer Systems Engineering Monash University Australia The School of Computing and Information Systems The University of Melbourne Australia The Australian Institute for Machine Learning The University of Adelaide Australia The Department of Data Science and AI Monash University Australia The Australian Centre for Robotic Vision Australia
Tracking a time-varying indefinite number of objects in a video sequence over time remains a challenge despite recent advances in the field. Most existing approaches are not able to properly handle multi-object tracki... 详细信息
来源: 评论
Fake news detection in social media using recurrent neural network
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AIP Conference Proceedings 2022年 第1期2516卷
作者: S. Sivasankari G. Vadivu Department of Data Science and Business Systems School of Computing SRM Institute of Science and Technology Kattankulathur – 603 203 Tamilnadu India
Social Media is very popular now a days to share news, communicate and discuss about trending topics. As we are aware whenever there is a positive promotion, there will be surely a negative part associated with it. Su...
来源: 评论
Deep learning for embodied visual navigation research: A survey
arXiv
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arXiv 2021年
作者: Zhu, Fengda Zhu, Yi Lee, Vincent C.S. Liang, Xiaodan Chang, Xiaojun Department of Data Science and AI Faculty of Information Technology Monash University University of Chinese Academy of Sciences School of Intelligent Systems Engineering Sun Yat-sen University School of Computing Technologies RMIT University
"Embodied visual navigation" problem requires an agent to navigate in a 3D environment mainly rely on its first-person observation. This problem has attracted rising attention in recent years due to its wide... 详细信息
来源: 评论
Retraction Note: Deep learning techniques for prediction of pneumonia from lung CT images
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Soft computing 2024年 第1期28卷 293-293页
作者: Meena, K. Veeramakali, T. Singh, Ngangbam Herojit Jayakumar, L. Muthuvel, P. Department of Computer Science and Engineering GITAM School of Technology GITAM University Bengaluru India Department of Data Science and Business Systems School of Computing SRM Institute of Science and Technology Chennai India Department of Computer Science and Engineering National Institute of Technology Agartala Agartala India Department of Computer Science and Engineering Kalasalingam Academy of Research and Education Srivilliputhur India
来源: 评论
TEVA: Training-Efficient and Verifiable Aggregation for Federated Learning for Consumer Electronics in Industry 5.0
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IEEE Transactions on Consumer Electronics 2024年
作者: Xia, Yuanjun Liu, Yining Chen, Jingxue Liang, Yangfan Khan, Fazlullah Alturki, Ryan Wang, Xiaopei Guilin University of Electronic Technology Guangxi Key Laboratory of Trusted Software School of Computer and Information Security Guilin541004 China Wenzhou University of Technology School of Data Science and Artificial Intelligence Wenzhou325027 China University of Technology School of Mathematical and Physical Sciences SydneyNSW2007 Australia Jiaxing University Provincial Key Laboratory of Multimodal Perceiving and Intelligent Systems The Key Laboratory of Medical Electronics and Digital Health of Zhejiang Province The Engineering Research Center of Intelligent Human Health Situation Awareness of Zhejiang Province Jiaxing314001 China University of Nottingham Ningbo China School of Computer Science Faculty of Science and Engineering Zhejiang Ningbo315104 China Umm AI-Qura University Makkah Department of Software Engineering College of Computing Saudi Arabia Riverside Department of Computer Science and Engineering University of California CA92521 United States
Federated learning (FL) has been widely used for privacy-preserving model updates in Industry 5.0, facilitated by 6G networks. Despite FL's privacy-preserving advantages, it remains vulnerable to attacks where adv... 详细信息
来源: 评论