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Weak Scratch Detection of Optical Components Using Attention Fusion Network 会议论文
, 香港线上, 2020-10
Authors:  Tao X(陶显);  Dapeng Zhang;  Avinash K Sing;  Mukesh Prasad;  Chin-Teng Lin;  De Xu
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Learning Multi-Resolution Features for Unsupervised Anomaly Localization on Industrial Textured Surfaces 期刊论文
IEEE Transactions on Artificial Intelligence, 2024, 页码: 1-13
Authors:  Tao X(陶显);  Shaohua Yan;  Xinyi Gong;  Chandranath Adak
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Industry-oriented Detection Method of PCBA Defects Using Semantic Segmentation Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1438-1446
Authors:  Yang Li;  Xiao Wang;  Zhifan He;  Ze Wang;  Ke Cheng;  Sanchuan Ding;  Yijing Fan;  Xiaotao Li;  Yawen Niu;  Shanpeng Xiao;  Zhenqi Hao;  Bin Gao;  Huaqiang Wu
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Automated optical inspection (AOI)  deep learning  defect detection  printed circuit board assembly (PCBA)  semantic segmentation  
基于堆叠降噪自编码器的神经–符号模型及在晶圆表面缺陷识别 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 11, 页码: 2688-2702
Authors:  刘国梁;  余建波
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晶圆表面缺陷  深度学习  堆叠降噪自编码器  符号规则  知识发现  
Knowledge Mining: A Cross-disciplinary Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 89-114
Authors:  Yong Rui;  Vicente Ivan Sanchez Carmona;  Mohsen Pourvali;  Yun Xing;  Wei-Wen Yi;  Hui-Bin Ruan;  Yu Zhang
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Knowledge mining  knowledge extraction  information extraction  association rule  interpretability  
Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 932-945
Authors:  Bin Yang;  Yaguo Lei;  Xiang Li;  Naipeng Li;  Asoke K. Nandi
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Deep transfer learning  domain adaptation  incorrect label annotation  intelligent fault diagnosis  rotating machines  
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
Authors:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
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Data privacy  distributed machine learning  federated learning  software frameworks  
Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
Authors:  Hu Fenyu;  Cui Zeyu;  Wu Shu;  Liu Qiang;  Wu Jinlin;  Wang Liang;  Tan Tieniu
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基于深度强化学习的主动目标检测方法研究 学位论文
, 2022
Authors:  许诺
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目标检测  深度强化学习  主动目标检测  深度学习  
Deep Learning for Unsupervised Anomaly Localization in Industrial Images: A Survey 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 21
Authors:  Tao, Xian;  Gong, Xinyi;  Zhang, Xin;  Yan, Shaohua;  Adak, Chandranath
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Anomaly localization (AL)  deep learning  industrial inspection  literature survey  unsupervised learning