https://github.com/wmkouw/survey-da

Visualizations for survey paper on domain adaptation without target labels
https://github.com/wmkouw/survey-da

domain-adaptation survey-paper transfer-learning visualization

Last synced: 5 days ago
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Visualizations for survey paper on domain adaptation without target labels

• Host: GitHub
• URL: https://github.com/wmkouw/survey-da
• Owner: wmkouw
• License: mit
• Created: 2019-10-03T11:28:23.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2019-11-18T12:06:21.000Z (almost 6 years ago)
• Last Synced: 2025-04-04T15:17:11.706Z (6 months ago)
• Topics: domain-adaptation, survey-paper, transfer-learning, visualization
• Language: Jupyter Notebook
• Homepage:
• Size: 3.96 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Survey of domain adaptation papers

This repo contains code for visualizations used in a survey paper on domain adaptation entitled:

"A review of domain adaptation without target labels" 

published in the IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019 ([pdf](https://ieeexplore.ieee.org/document/8861136), [preprint](https://arxiv.org/abs/1901.05335)).

![Source domain](/viz/hdis_budapest_age-chol_n256_small.png)

![Target domain](/viz/hdis_longbeach_age-chol_nN_small.png)

### Data

Data stems from the UCI Machine Learning repository, specifically the [Heart Disease data set](https://archive.ics.uci.edu/ml/datasets/Heart+Disease).

### Contact

If you have questions or comments, please address them via an issue on the [Issues](https://github.com/wmkouw/survey-da/issues) page.