Universal-Domain-Adaptation

by thuml

Code release for Universal Domain Adaptation(CVPR 2019)

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Universal Domain Adaptation

Code release for Universal Domain Adaptation(CVPR 2019)

Requirements

  • python 3.6+
  • PyTorch 1.0

pip install -r requirements.txt

Usage

  • download datasets

  • write your config file

  • python main.py --config /path/to/your/config/yaml/file
  • train (configurations in

    officehome-train-config.yaml
    are only for officehome dataset):

python main.py --config officehome-train-config.yaml
  • test

python main.py --config officehome-test-config.yaml
  • monitor (tensorboard required)

tensorboard --logdir .

Checkpoints

We provide the checkpoints for officehome datasets at Google Drive.

Citation

please cite:

@InProceedings{UDA_2019_CVPR,
author = {You, Kaichao and Long, Mingsheng and Cao, Zhangjie and Wang, Jianmin and Jordan, Michael I.},
title = {Universal Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

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