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Overhead-free Noise-tolerant Federated Learning: A New Baseline 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 526-537
Authors:  Shiyi Lin;  Deming Zhai;  Feilong Zhang;  Junjun Jiang;  Xianming Liu;  Xiangyang Ji
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Federated learning, noise-label learning, privacy-preserving machine learning, edge intelligence, distributed machine learning  
基于分布式神经动态优化的综合能源系统多目标优化调度 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 7, 页码: 1718-1736
Authors:  黄博南;  王勇;  李玉帅;  刘鑫蕊;  杨超
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综合能源系统  分布式多目标优化  递归神经网络  神经动态  非凸  
基于区块链的电子病历数据共享方案 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 8, 页码: 2028-2038
Authors:  牛淑芬;  陈俐霞;  李文婷;  王彩芬;  杜小妮
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电子病历  区块链  代理重加密  可搜索加密  数据共享  
基于隐私保护的联邦推荐算法综述 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 9, 页码: 2142-2163
Authors:  张洪磊;  李浥东;  邬俊;  陈乃月;  董海荣
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推荐系统  联邦学习  隐私保护  协同过滤  
一种基于成对字向量和噪声鲁棒学习的同义词挖掘算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 6, 页码: 1181-1194
Authors:  张浩宇;  王戟
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同义词挖掘  噪声标签学习  自然语言处理  成对字向量  信息抽取  
面向非独立同分布数据的自适应联邦深度学习算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 12, 页码: 2493-2506
Authors:  张泽辉;  李庆丹;  富瑶;  何宁昕;  高铁杠
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联邦学习  深度学习  隐私保护  同态加密  混沌系统  
Privacy-Preserving Consensus-Based Distributed Economic Dispatch of Smart Grids via State Decomposition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1250-1261
Authors:  Wei Chen;  Guo-Ping Liu
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Consensus-based DED algorithm  privacy preservation  smart grids  state decomposition  
Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
Authors:  MengChu Zhou;  Meiji Cui;  Dian Xu;  Shuwei Zhu;  Ziyan Zhao;  Abdullah Abusorrah
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Evolutionary algorithm (EA)  high-dimensional expensive problems (HEPs)  industrial applications  surrogate-assisted optimization  
One shot face swapping on megapixels 会议论文
, USA, 2021
Authors:  Zhu, Yuhao;  Li, Qi;  Wang, Jian;  Xu, Chengzhong;  Sun, Zhenan
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GAN-Based Facial Attribute Manipulation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14590-14610
Authors:  Liu, Yunfan;  Li, Qi;  Deng, Qiyao;  Sun, Zhenan;  Yang, Ming-Hsuan
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Generative adversarial networks  image translation  facial attribute manipulation