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Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
Authors:  Xiang Li;  Yixiao Xu;  Naipeng Li;  Bin Yang;  Yaguo Lei
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Adversarial training  data fusion  deep learning  remaining useful life (RUL) prediction  sensor malfunction  
Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors:  Qiang Yang
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Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection  
A survey on federated learning: challenges and applications 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 页码: 23
Authors:  Wen, Jie;  Zhang, Zhixia;  Lan, Yang;  Cui, Zhihua;  Cai, Jianghui;  Zhang, Wensheng
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Federated learning  Machine learning  Privacy protection  Personalized federated learning  
Learning Markets: An AI Collaboration Framework Based on Blockchain and Smart Contracts 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 16, 页码: 14273-14286
Authors:  Ouyang, Liwei;  Yuan, Yong;  Wang, Fei-Yue
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Collaboration  Artificial intelligence  Data models  Computational modeling  Smart contracts  Blockchain  Distributed databases  Artificial intelligence (AI) collaboration  blockchain  ensemble learning  federated learning (FL)  smart contracts  
面向开放环境的无监督域适应研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  马昕宏
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无监督域适应  图卷积网络  可解释深度学习  主动学习  元学习  
基于多智能体强化学习的大规模路网交通信号控制 学位论文
学术硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  陈筱语
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交通信号控制  马尔科夫决策过程  多智能体强化学习  联邦强化学习  
面向非独立同分布场景的自适应与个性化联邦控制方法 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  陈薏竹
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自适应联邦控制  个性化联邦控制  联邦学习  非独立同分布  
FedFV: federated face verification via equivalent class embeddings 期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 11
Authors:  Liu, Lingyun;  Zhang, Yifan;  Gao, Haoyuan;  Yu, Xingtao;  Cheng, Jian
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Equivalent class embeddings  Federated learning  Face recognition  Deep learning  
A unified framework for multi-modal federated learning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 480, 页码: 110-118
Authors:  Xiong, Baochen;  Yang, Xiaoshan;  Qi, Fan;  Xu, Changsheng
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Multi-modal  Federated learning  Co-attention  
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers 会议论文
, New Orleans, Louisiana, USA, 2022-6
Authors:  Jiahao, Lu;  Xi Sheryl, Zhang;  Tianli, Zhao;  Xiangyu, He;  Jian Cheng
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Trustworthy AI  Privacy-preserving machine learning