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基于结构磁共振影像的脑区分割与阿尔茨海默症早期预测研究 学位论文
工学博士, 自动化研究所: 中国科学院大学, 2022
Authors:  赵元兴
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细粒度整脑分割  半监督学习  阿尔茨海默症早期预测  轻度认知障碍转化预测  自适应全局网络  
图自监督学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  朱彦樵
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图表达学习  自监督学习  无监督学习  对比学习  预测式学习  
面向人体动作识别的自监督学习方法研究 学位论文
工学硕士, 中国科学院大学: 中国科学院大学, 2022
Authors:  高浩元
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动作识别  骨骼关键点  自监督学习  表征学习  
基于肌电信号的身份识别技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  卢立静
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身份识别  肌电信号  小波变换  卷积神经网络  峰值检测  
Explanation guided cross-modal social image clustering 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 593, 页码: 1-16
Authors:  Yan, Xiaoqiang;  Mao, Yiqiao;  Ye, Yangdong;  Yu, Hui;  Wang, Fei-Yue
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Social image clustering  Human explanation  Side information  Information maximization  Interactive optimization  
Structure-Enhanced Heterogeneous Graph Contrastive Learning 会议论文
, Online, 2022-3
Authors:  Zhu, Yanqiao;  Xu, Yichen;  Cui, Hejie;  Yang, Carl;  Liu, Qiang;  Wu, Shu
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Knowledge Learning With Crowdsourcing: A Brief Review and Systematic Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 749-762
Authors:  Jing Zhang
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Crowdsourcing  data fusion  learning from crowds  learning paradigms  learning with uncertainty  
Multiview Locally Linear Embedding for Spectral-Spatial Dimensionality Reduction of Hyperspectral Imagery 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1091-1094
Authors:  Haochen Ji;  Zongyu Zuo
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Memory-Modulated Transformer Network for Heterogeneous Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2095-2109
Authors:  Luo, Mandi;  Wu, Haoxue;  Huang, Huaibo;  He, Weizan;  He, Ran
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Face recognition  Task analysis  Transformers  Encoding  Feature extraction  Image recognition  Memory modules  Heterogeneous face recognition  style transformer  memory network  
Multi-aspect self-supervised learning for heterogeneous information network 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
Authors:  Che, Feihu;  Tao, Jianhua;  Yang, Guohua;  Liu, Tong;  Zhang, Dawei
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Heterogeneous information network  Self-supervised  Contrastive learning  Graph neural network