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Gradual Domain Adaptation via Self-Training of Auxiliary Models


Jun 18, 2021
Yabin Zhang, Bin Deng, Kui Jia, Lei Zhang

* code will be released at: https://github.com/YBZh/AuxSelfTrain 

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Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners


Jun 01, 2021
Yabin Zhang, Haojian Zhang, Bin Deng, Shuai Li, Kui Jia, Lei Zhang

* Codes are available at https://github.com/YBZh 

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On Universal Black-Box Domain Adaptation


Apr 10, 2021
Bin Deng, Yabin Zhang, Hui Tang, Changxing Ding, Kui Jia


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Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation


Jul 15, 2020
Yabin Zhang, Bin Deng, Kui Jia, Lei Zhang

* ECCV2020 
* ECCV2020 spotlight. Investigating SSL techniques for UDA. Codes are available at https://github.com/YBZh/Label-Propagation-with-Augmented-Anchors 

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Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice


Feb 20, 2020
Yabin Zhang, Bin Deng, Hui Tang, Lei Zhang, Kui Jia

* The journal manuscript extended significantly from our preliminary CVPR conference paper. Codes are available at: https://github.com/YBZh/MultiClassDA 

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