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Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
Authors:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
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Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real  
Class-Oriented Self-Learning Graph Embedding for Image Compact Representation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 74-87
Authors:  Hu, Liangchen;  Dai, Zhenlei;  Tian, Lei;  Zhang, Wensheng
Favorite  |  View/Download：36/0  |  Submit date：2023/03/20
Sparse matrices  Manifolds  Machine learning algorithms  Laplace equations  Heuristic algorithms  Data models  Data mining  Adaptive graph learning  separability examination  marginal information preserving  L-2,L-p-norm sparsity  compact representation  
Communication-Aware Formation Control of AUVs With Model Uncertainty and Fading Channel via Integral Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 159-176
Authors:  Wenqiang Cao;  Jing Yan;  Xian Yang;  Xiaoyuan Luo;  Xinping Guan
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Autonomous underwater vehicles (AUVs)  communication-aware  formation  reinforcement learning  uncertainty  
Current-Aided Multiple-AUV Cooperative Localization and Target Tracking in Anchor-Free Environments 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 792-806
Authors:  Yichen Li;  Wenbin Yu;  Xinping Guan
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Anchor-free  belief propagation  cooperative localization  current-aided  target tracking  
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
Authors:  Ahmad Chaddad;  Qizong Lu;  Jiali Li;  Yousef Katib;  Reem Kateb;  Camel Tanougast;  Ahmed Bouridane;  Ahmed Abdulkadir
Adobe PDF(6028Kb)  |  Favorite  |  View/Download：20/3  |  Submit date：2023/03/22
Domain adaptation  explainable artificial intelligence  federated learning  
Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 839-858
Authors:  Zhaojian Wang;  Wei Wei;  John Zhen Fu Pang;  Feng Liu;  Bo Yang;  Xinping Guan;  Shengwei Mei
Adobe PDF(2336Kb)  |  Favorite  |  View/Download：24/4  |  Submit date：2023/03/22
Feedback optimization  Lyapunov optimization  online convex optimization  online optimization  optimization-guided control  
Contrastive Knowledge Transfer for Deepfake Detection with Limited Data 会议论文
, Montreal, QC, Canada, 2022.08.21-2022.08.25
Authors:  Li, Dongze;  Zhuo, Wenqi;  Wang, Wei;  Dong, Jing
Adobe PDF(1186Kb)  |  Favorite  |  View/Download：9/0  |  Submit date：2023/05/31
Learning to Explore Distillability and Sparsability: A Joint Framework for Model Compression 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022, 卷号: 45, 期号: 3, 页码: 3378-3395
Authors:  Yufan Liu;  Jiajiong Cao;  Bing Li;  Weiming Hu;  Stephen Maybank
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面向图像的域自适应学习方法与医疗应用研究 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:  田磊
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域自适应学习  迁移学习  分布适配  跨域标签传播  子空间学习  
基于联邦学习的人脸识别方法研究 学位论文
, 中国科学院自动化所: 中国科学院自动化所, 2022
Authors:  刘凌云
Adobe PDF(2245Kb)  |  Favorite  |  View/Download：218/4  |  Submit date：2022/06/14
深度学习  人脸识别  联邦学习