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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)  
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)  
Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
Authors:  Wentao Mao;  Gangsheng Wang;  Linlin Kou;  Xihui Liang
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Anomaly detection  domain adaptation  domain-adversarial training  one-class classification  transfer learning  
A Survey on Negative Transfer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
Authors:  Wen Zhang;  Lingfei Deng;  Lei Zhang;  Dongrui Wu
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Domain adaptation  domain similarity  negative transfer  positive transfer  transfer learning  
Detecting the One-Shot Dummy Attack on the Power Industrial Control Processes With an Unsupervised Data-Driven Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 550-553
Authors:  Zhenyong Zhang;  Yan Qin;  Jingpei Wang;  Hui Li;  Ruilong Deng
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VLP: A Survey on Vision-language Pre-training 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 38-56
Authors:  Fei-Long Chen
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Vision and language  pre-training  transformers  multimodal learning  representation learning  
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  
Visual Superordinate Abstraction for Robust Concept Learning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 79-91
Authors:  Qi Zheng
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Concept learning  visual question answering  weakly-supervised learning  multi-modal learning  curriculum learning  
Region Probability Map-Guided Fast Wide-Area Multiobject Detection 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2022, 页码: 1-12
Authors:  Long XL(龙宪磊);  Chen, Mengjuan;  Li, Zhikai;  Gu, Qingyi
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High-speed vision  object detection  particle filter  region probability map  wide-area surveillance  
广域多目标实时探测技术研究 学位论文
, 2022
Authors:  龙宪磊
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高速视觉  目标检测  机械粒子滤波  视觉反馈  广域监控