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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
作者:  Tao X(陶显);  Shaohua Yan;  Xinyi Gong;  Chandranath Adak
Adobe PDF(6034Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/06/04
It takes two: Dual Branch Augmentation Module for domain generalization 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
作者:  Li, Jingwei;  Li, Yuan;  Tan, Jie;  Liu, Chengbao
Adobe PDF(1630Kb)  |  收藏  |  浏览/下载：55/2  |  提交时间：2024/03/27
Domain generalization  Fourier transform  Uncertainty calibration  Test-time adaptation  
Bridging the gap with grad: Integrating active learning into semi-supervised domain generalization 期刊论文
NEURAL NETWORKS, 2024, 卷号: 171, 页码: 186-199
作者:  Li, Jingwei;  Li, Yuan;  Tan, Jie;  Liu, Chengbao
Adobe PDF(2408Kb)  |  收藏  |  浏览/下载：45/3  |  提交时间：2024/03/26
Domain generalization  Semi-supervised learning  Active learning  
Exploring Explicitly Disentangled Features for Domain Generalization 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 11, 页码: 6360-6373
作者:  Li, Jingwei;  Li, Yuan;  Wang, Huanjie;  Liu, Chengbao;  Tan, Jie
Adobe PDF(2432Kb)  |  收藏  |  浏览/下载：90/2  |  提交时间：2023/12/21
Domain generalization  feature disentanglement  Fourier transform  data augmentation  
Uncertainty Quantification in Remaining Useful Life Prediction under Covariate Shift 期刊论文
Neural Computing and Applications, 2023, 页码: 28
作者:  Wang Huanjie;  Bai Xiwei;  Tan Jie;  Liu Chengbao
Adobe PDF(5073Kb)  |  收藏  |  浏览/下载：151/57  |  提交时间：2023/06/19
Remaining useful life  Uncertainty quantification  Bayesian convolutional neural network  
Dual-discriminator adversarial framework for data-free quantization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 67-77
作者:  Li, Zhikai;  Ma, Liping;  Long, Xianlei;  Xiao, Junrui;  Gu, Qingyi
Adobe PDF(1512Kb)  |  收藏  |  浏览/下载：323/68  |  提交时间：2022/11/21
Model compression  Quantized neural networks  Data-free quantization  
Four-Criterion-Optimization Based Coordination Motion Control of Dual-arm Robots 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2022, 页码: Early Access
作者:  Yuchuang Tong;  Jinguo Liu;  Xin Zhang;  Zhaojie Ju
Adobe PDF(27075Kb)  |  收藏  |  浏览/下载：203/35  |  提交时间：2022/09/20
Coordination motion control  Motion planning  Dual-arm robot  Recurrent neural network (RNN)  Redundant manipulator  
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
作者:  Tao, Xian;  Gong, Xinyi;  Zhang, Xin;  Yan, Shaohua;  Adak, Chandranath
Adobe PDF(7056Kb)  |  收藏  |  浏览/下载：243/0  |  提交时间：2022/09/19
Anomaly localization (AL)  deep learning  industrial inspection  literature survey  unsupervised learning  
Unsupervised Anomaly Detection for Surface Defects with Dual-Siamese Network 期刊论文
IEEE Transactions on Industrial Informatics, 2022, 卷号: 1, 期号: 1, 页码: 1-11
作者:  Tao X(陶显);  Da-Peng Zhang;  Ma WZ(马文治);  Hou ZX(侯占新);  Lu ZF(逯正峰);  Chandranath Adak
Adobe PDF(8384Kb)  |  收藏  |  浏览/下载：265/57  |  提交时间：2022/03/03
缺陷检测  
Automatic Unsupervised Fabric Defect Detection Based on Self-Feature Comparison 期刊论文
ELECTRONICS, 2021, 卷号: 10, 期号: 21, 页码: 14
作者:  Peng, Zhengrui;  Gong, Xinyi;  Wei, Bengang;  Xu, Xiangyi;  Meng, Shixiong
Adobe PDF(1593Kb)  |  收藏  |  浏览/下载：247/55  |  提交时间：2021/12/28
fabric defect  unsupervised learning  computer vision  deep learning