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A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence Journal article
Xiaoling Luo, Wei Wang, Yong Xu, Zhihui Lai, Xiaopeng Jin, Bob Zhang, David Zhang. A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence[J]. CAAI Transactions on Intelligence Technology, 2024, 9(1), 153-166.
Authors:  Xiaoling Luo;  Wei Wang;  Yong Xu;  Zhihui Lai;  Xiaopeng Jin; et al.
Favorite | TC[WOS]:17 TC[Scopus]:17  IF:8.4/6.7 | Submit date：2023/08/03
Image Classification  Medical Image Processing  Pattern Recognition  
A Closer Look at Classifier in Adversarial Domain Generalization Conference paper
Wang, Ye, Chen, Junyang, Wang, Mengzhu, Li, Hao, Wang, Wei, Su, Houcheng, Lai, Zhihui, Wang, Wei, Chen, Zhenghan. A Closer Look at Classifier in Adversarial Domain Generalization[C]:Association for Computing Machinery, Inc, 2023, 280-289.
Authors:  Wang, Ye;  Chen, Junyang;  Wang, Mengzhu;  Li, Hao;  Wang, Wei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:2 | Submit date：2024/01/10
Condition-invariant Features  Domain Generalization  Smoothing Optima  
Weighted Correlation Embedding Learning for Domain Adaptation Journal article
Lu, Yuwu, Zhu, Qi, Zhang, Bob, Lai, Zhihui, Li, Xuelong. Weighted Correlation Embedding Learning for Domain Adaptation[J]. IEEE Transactions on Image Processing, 2022, 31, 5303-5316.
Authors:  Lu, Yuwu;  Zhu, Qi;  Zhang, Bob;  Lai, Zhihui;  Li, Xuelong
Favorite | TC[WOS]:19 TC[Scopus]:19  IF:10.8/12.1 | Submit date：2023/01/30
Correlation Learning  Domain Adaptation  Embedding  Image Classification  
Image decomposition based matrix regression with applications to robust face recognition Journal article
Qian,Jianjun, Yang,Jian, Xu,Yong, Xie,Jin, Lai,Zhihui, Zhang,Bob. Image decomposition based matrix regression with applications to robust face recognition[J]. Pattern Recognition, 2020, 102, 107204.
Authors:  Qian,Jianjun;  Yang,Jian;  Xu,Yong;  Xie,Jin;  Lai,Zhihui; et al.
Favorite | TC[WOS]:17 TC[Scopus]:20  IF:7.5/7.6 | Submit date：2021/03/11
Image Decomposition  Low Rank  Matrix Regression  Pattern Classification