Joint category-level and discriminative feature learning networks for unsupervised domain adaptation

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-191136 ◽

2019 ◽

Vol 37 (6) ◽

pp. 8499-8510 ◽

Author(s):

Pengyu Zhang ◽

Junchu Huang ◽

Zhiheng Zhou ◽

Zengqun Chen ◽

Junyuan Shang ◽

...

Keyword(s):

Domain Adaptation ◽

Feature Learning ◽

Learning Networks ◽

Unsupervised Domain Adaptation ◽

Discriminative Feature

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Deep Joint Discriminative Feature Learning and Class-Aware Domain Alignment for Unsupervised Domain Adaptation

2020 7th International Conference on Signal Processing and Integrated Networks (SPIN) ◽

10.1109/spin48934.2020.9071329 ◽

2020 ◽

Author(s):

Han Zhao ◽

Xinyu Jin

Keyword(s):

Domain Adaptation ◽

Feature Learning ◽

Unsupervised Domain Adaptation ◽

Discriminative Feature ◽

Domain Alignment

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Learning discriminative feature via a generic auxiliary distribution for unsupervised domain adaptation

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-021-01381-x ◽

2021 ◽

Author(s):

Qipeng Chen ◽

Haofeng Zhang ◽

Qiaolin Ye ◽

Zheng Zhang ◽

Wankou Yang

Keyword(s):

Domain Adaptation ◽

Unsupervised Domain Adaptation ◽

Discriminative Feature

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Deep Discriminative Feature Learning for Domain Adaptation

2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP) ◽

10.1109/icsidp47821.2019.9172957 ◽

2019 ◽

Author(s):

Qiuxia Lin ◽

Hefeng Lin ◽

Shuang Li

Keyword(s):

Domain Adaptation ◽

Feature Learning ◽

Discriminative Feature

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Domain Invariant and Class Discriminative Feature Learning for Visual Domain Adaptation

IEEE Transactions on Image Processing ◽

10.1109/tip.2018.2839528 ◽

2018 ◽

Vol 27 (9) ◽

pp. 4260-4273 ◽

Author(s):

Shuang Li ◽

Shiji Song ◽

Gao Huang ◽

Zhengming Ding ◽

Cheng Wu

Keyword(s):

Domain Adaptation ◽

Feature Learning ◽

Discriminative Feature ◽

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Distribution Alignment and Discriminative Feature Learning for Domain Adaptation in Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3128590 ◽

2021 ◽

pp. 1-1

Author(s):

Yi Huang ◽

Jiangtao Peng ◽

Yujie Ning ◽

Qiang Cao ◽

Weiwei Sun

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Domain Adaptation ◽

Feature Learning ◽

Hyperspectral Image Classification ◽

Discriminative Feature

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Structure Consistency and Class Discriminative Feature Learning for Heterogeneous Domain Adaptation

2018 IEEE 3rd International Conference on Communication and Information Systems (ICCIS) ◽

10.1109/icomis.2018.8644767 ◽

2018 ◽

Author(s):

Chang Niu ◽

Junyuan Shang ◽

Junchu Huang ◽

Yifan Wang ◽

Zhiheng Zhou

Keyword(s):

Domain Adaptation ◽

Feature Learning ◽

Discriminative Feature

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Semi-supervised Domain Adaptation using Explicit Class-wise Matching for Domain-Invariant and Class-Discriminative Feature Learning

IEEE Access ◽

10.1109/access.2021.3110605 ◽

2021 ◽

pp. 1-1

Author(s):

Ba Hung Ngo ◽

Jae Hyeon Park ◽

So Jeong Park ◽

Sung In Cho

Keyword(s):

Domain Adaptation ◽

Feature Learning ◽

Discriminative Feature

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Unsupervised Domain Adaptation via Discriminative Classes-Center Feature Learning in Adversarial Network

Neural Processing Letters ◽

10.1007/s11063-020-10266-z ◽

2020 ◽

Vol 52 (1) ◽

pp. 467-483

Author(s):

Wendong Chen ◽

Haifeng Hu

Keyword(s):

Domain Adaptation ◽

Feature Learning ◽

Unsupervised Domain Adaptation ◽

Adversarial Network

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Transferable Discriminative Feature Mining For Unsupervised Domain Adaptation

10.1109/icip42928.2021.9506534 ◽

2021 ◽

Author(s):

Lingjun Zhao ◽

Wanxia Deng ◽

Gangyao Kuang ◽

Dewen Hu ◽

Li Liu

Keyword(s):

Domain Adaptation ◽

Unsupervised Domain Adaptation ◽

Discriminative Feature ◽

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Discriminative feature alignment: Improving transferability of unsupervised domain adaptation by Gaussian-guided latent alignment

Pattern Recognition ◽

10.1016/j.patcog.2021.107943 ◽

2021 ◽

Vol 116 ◽

pp. 107943

Author(s):

Jing Wang ◽

Jiahong Chen ◽

Jianzhe Lin ◽

Leonid Sigal ◽

Clarence W. de Silva

Keyword(s):

Domain Adaptation ◽

Unsupervised Domain Adaptation ◽

Discriminative Feature ◽

Feature Alignment

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