Joint discriminative subspace and distribution adaptation for unsupervised domain adaptation

Applied Intelligence ◽

10.1007/s10489-019-01610-5 ◽

2020 ◽

Vol 50 (7) ◽

pp. 2050-2066

Author(s):

Elahe Gholenji ◽

Jafar Tahmoresnezhad

Keyword(s):

Domain Adaptation ◽

Unsupervised Domain Adaptation ◽

Discriminative Subspace

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Unsupervised Domain Adaptation Based on Discriminative Subspace Learning for Cross-Project Defect Prediction

Computers Materials & Continua ◽

10.32604/cmc.2021.016539 ◽

2021 ◽

Vol 68 (3) ◽

pp. 3373-3389

Author(s):

Ying Sun ◽

Yanfei Sun ◽

Jin Qi ◽

Fei Wu ◽

Xiao-Yuan Jing ◽

...

Keyword(s):

Domain Adaptation ◽

Subspace Learning ◽

Defect Prediction ◽

Unsupervised Domain Adaptation ◽

Discriminative Subspace ◽

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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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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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Scale variance minimization for unsupervised domain adaptation in image segmentation

Pattern Recognition ◽

10.1016/j.patcog.2020.107764 ◽

2021 ◽

Vol 112 ◽

pp. 107764

Author(s):

Dayan Guan ◽

Jiaxing Huang ◽

Shijian Lu ◽

Aoran Xiao

Keyword(s):

Image Segmentation ◽

Domain Adaptation ◽

Variance Minimization ◽

Unsupervised Domain Adaptation

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Rectifying Pseudo Label By Mutual Disagreement Learning For Unsupervised Domain Adaptation Person Re-Identification

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

10.1109/icme51207.2021.9428307 ◽

2021 ◽

Author(s):

Xu Xu ◽

Liyan Zhang

Keyword(s):

Domain Adaptation ◽

Unsupervised Domain Adaptation

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Unsupervised domain adaptation based on cluster matching and Fisher criterion for image classification

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2021.107041 ◽

2021 ◽

Vol 91 ◽

pp. 107041

Author(s):

Heyou Chang ◽

Fanlong Zhang ◽

Shuai Ma ◽

Guangwei Gao ◽

Hao Zheng ◽

...

Keyword(s):

Image Classification ◽

Domain Adaptation ◽

Fisher Criterion ◽

Unsupervised Domain Adaptation ◽

Cluster Matching

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Stagewise Unsupervised Domain Adaptation With Adversarial Self-Training for Road Segmentation of Remote-Sensing Images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3104032 ◽

2021 ◽

pp. 1-13

Author(s):

Lefei Zhang ◽

Meng Lan ◽

Jing Zhang ◽

Dacheng Tao

Keyword(s):

Remote Sensing ◽

Domain Adaptation ◽

Remote Sensing Images ◽

Unsupervised Domain Adaptation ◽

Road Segmentation

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