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Few-shot learning with unsupervised part discovery and part-aligned similarity 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 12
Authors:  Chen, Wentao;  Zhang, Zhang;  Wang, Wei;  Wang, Liang;  Wang, Zilei;  Tan, Tieniu
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Few-shot learning  Self-supervised learning  Part discovery network  Part-aligned similarity  
Editorial: The Era of Quality and Metaverse 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 1-2
Authors:  Qing-Long Han
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On Dual-Mode Driving Control Method for a Novel Unmanned Tractor With High Safety and Reliability 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 254-271
Authors:  Wei Lu;  Jiacheng Li;  Huanhuan Qin;  Lei Shu;  Aiguo Song
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Dual-mode control  safety and reliability  self-driving (SD)  tele-driving (TD)  unmanned tractor  
A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
Authors:  Qing Xu;  Min Wu;  Edwin Khoo;  Zhenghua Chen;  Xiaoli Li
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Deep learning  early prediction  lithium-ion battery  remaining useful life (RUL)  
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
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Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
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  
Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors:  Xinya Wang;  Jiayi Ma;  Junjun Jiang
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Blind super-resolution  contrastive learning  deep learning  image super-resolution (SR)  
Optimal Control of Nonlinear Systems Using Experience Inference Human-Behavior Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 90-102
Authors:  Adolfo Perrusquía;  Weisi Guo
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Experience inference  hippocampus learning system  linear time-variant (LTV) systems  neocortex/striatum learning systems  nonlinear systems  optimal control  
Loop Closure Detection via Locality Preserving Matching With Global Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
Authors:  Jiayi Ma;  Kaining Zhang;  Junjun Jiang
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Feature matching  locality preserving matching  loop closure detection  SLAM  
Optimizing Polynomial-Time Solutions to a Network Weighted Vertex Cover Game 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 512-523
Authors:  Jie Chen;  Kaiyi Luo;  Changbing Tang;  Zhao Zhang;  Xiang Li
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Game-based asynchronous algorithm (GAA)  game optimization  polynomial time  strict Nash equilibrium (SNE)  weighted vertex cover (WVC)