https://github.com/hellowangqian/domain-adaptation-capls
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling
https://github.com/hellowangqian/domain-adaptation-capls
domain-adaptation office-home pseudo-labeling structured-prediction unsupervised-domain-adaptation zero-shot-learning
Last synced: 5 months ago
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Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling
- Host: GitHub
- URL: https://github.com/hellowangqian/domain-adaptation-capls
- Owner: hellowangqian
- Created: 2019-03-22T13:43:38.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2022-01-29T06:23:39.000Z (over 3 years ago)
- Last Synced: 2024-08-04T03:08:31.903Z (about 1 year ago)
- Topics: domain-adaptation, office-home, pseudo-labeling, structured-prediction, unsupervised-domain-adaptation, zero-shot-learning
- Language: MATLAB
- Homepage:
- Size: 63.5 KB
- Stars: 54
- Watchers: 2
- Forks: 12
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling
You need to change the directory to your data.
You can download extracted features used in our experiments from [Dropbox](https://www.dropbox.com/sh/293h2sij1oirn3y/AAD_J8ZReGHglzw84RSs6sb8a?dl=0) or [BaiduPan](https://pan.baidu.com/s/1tLfPuOj8745bme4omzAcNg) code: 57ar\
qian.wang173@hotmail.com
# Reference
Qian Wang, Penghui Bu, Toby P. Breckon, [Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition](https://www.researchgate.net/publication/331790999_Unifying_Unsupervised_Domain_Adaptation_and_Zero-Shot_Visual_Recognition), In proceedings of International Joint Conference on Neural Networks, IJCNN2019.
Qian Wang, Toby P. Breckon, [Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling](https://arxiv.org/pdf/1911.07982.pdf), In proceedings of AAAI Conference on Artificial Intelligence, AAAI2020.