Unsupervised domain adaptation via representation learning and adaptive classifier learning

Neurocomputing ◽

10.1016/j.neucom.2015.03.020 ◽

2015 ◽

Vol 165 ◽

pp. 300-311 ◽

Author(s):

Marzieh Gheisari ◽

Mahdieh Soleymani Baghshah

Keyword(s):

Domain Adaptation ◽

Representation Learning ◽

Unsupervised Domain Adaptation ◽

Classifier Learning

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Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation

IEEE Transactions on Image Processing ◽

10.1109/tip.2021.3130530 ◽

2022 ◽

Vol 31 ◽

pp. 419-432

Author(s):

Baoyao Yang ◽

Hao-Wei Yeh ◽

Tatsuya Harada ◽

Pong C. Yuen

Keyword(s):

Error Bound ◽

Domain Adaptation ◽

Representation Learning ◽

Generalization Error ◽

Information Theoretic ◽

Unsupervised Domain Adaptation ◽

Source Data ◽

Generalization Error Bound

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Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning

International Journal of Computer Vision ◽

10.1007/s11263-020-01364-5 ◽

2020 ◽

Author(s):

Haoliang Li ◽

Renjie Wan ◽

Shiqi Wang ◽

Alex C. Kot

Keyword(s):

Domain Adaptation ◽

Representation Learning ◽

Unsupervised Domain Adaptation ◽

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Joint metric and feature representation learning for unsupervised domain adaptation

Knowledge-Based Systems ◽

10.1016/j.knosys.2019.105222 ◽

2020 ◽

Vol 192 ◽

pp. 105222 ◽

Author(s):

Yue Xie ◽

Zhekai Du ◽

Jingjing Li ◽

Mengmeng Jing ◽

Erpeng Chen ◽

...

Keyword(s):

Domain Adaptation ◽

Representation Learning ◽

Feature Representation ◽

Unsupervised Domain Adaptation

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Representation learning-based unsupervised domain adaptation for classification of breast cancer histopathology images

Journal of Applied Biomedicine ◽

10.1016/j.bbe.2018.04.008 ◽

2018 ◽

Vol 38 (3) ◽

pp. 671-683 ◽

Author(s):

Pendar Alirezazadeh ◽

Behzad Hejrati ◽

Alireza Monsef-Esfahani ◽

Abdolhossein Fathi

Keyword(s):

Breast Cancer ◽

Domain Adaptation ◽

Representation Learning ◽

Unsupervised Domain Adaptation ◽

Histopathology Images

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Importance-weighted conditional adversarial network for unsupervised domain adaptation

Expert Systems with Applications ◽

10.1016/j.eswa.2020.113404 ◽

2020 ◽

Vol 155 ◽

pp. 113404 ◽

Author(s):

Peng Liu ◽

Ting Xiao ◽

Cangning Fan ◽

Wei Zhao ◽

Xianglong Tang ◽

...

Keyword(s):

Domain Adaptation ◽

Unsupervised Domain Adaptation ◽

Adversarial Network

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SoFA: Source-data-free Feature Alignment for Unsupervised Domain Adaptation

2021 IEEE Winter Conference on Applications of Computer Vision (WACV) ◽

10.1109/wacv48630.2021.00052 ◽

2021 ◽

Author(s):

Hao-Wei Yeh ◽

Baoyao Yang ◽

Pong C. Yuen ◽

Tatsuya Harada

Keyword(s):

Domain Adaptation ◽

Unsupervised Domain Adaptation ◽

Source Data ◽

Feature Alignment

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Progressive Unsupervised Domain Adaptation for Image-based Person Re-Identification

2020 25th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr48806.2021.9413291 ◽

2021 ◽

Author(s):

Mingliang Yang ◽

Jing Zhao ◽

Da Huang ◽

Ji Wang

Keyword(s):

Domain Adaptation ◽

Unsupervised Domain Adaptation

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Partial Domain Adaptation Using Selective Representation Learning For Class-Weight Computation

2020 54th Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/ieeeconf51394.2020.9443420 ◽

2020 ◽

Author(s):

Sandipan Choudhuri ◽

Riti Paul ◽

Arunabha Sen ◽

Baoxin Li ◽

Hemanth Venkateswara

Keyword(s):

Domain Adaptation ◽

Representation Learning ◽

Partial Domain ◽

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Progressive Distribution Alignment Based on Label Correction for Unsupervised Domain Adaptation

2021 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme51207.2021.9428235 ◽

2021 ◽

Author(s):

Yong Li ◽

Desheng Li ◽

Yuwu Lu ◽

Can Gao ◽

Wenjing Wang ◽

...

Keyword(s):

Domain Adaptation ◽

Unsupervised Domain Adaptation

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Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2021.3087830 ◽

2021 ◽

pp. 1-1

Author(s):

Hui Tang ◽

Xiatian Zhu ◽

Ke Chen ◽

Kui Jia ◽

C. L. Philip Chen

Keyword(s):

Data Structures ◽

Domain Adaptation ◽

Unsupervised Domain Adaptation

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