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README.md

Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation

Code release for Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation ArXiv

Dataset

OFFICE-Home

Requirements

  • python 3.6
  • PyTorch 1.1.0
  • torchvision 0.3.0
  • Tensorflow 1.9.0
  • Tensorlayer 1.11
  • Tensorboard
  • tensorpack

GPU Version

  • 1080ti

Training

  • Download datasets
  • Train: python Office_Home.py "Art" "Clipart" "0" "A_C" 0.2 0.2
  • Description : PyTorch Open-set OFFICE-HOME Training with ResNet50 (PRE-TRAINED WITH IMAGENET).

Citation

please cite:

@misc{chang2020mind,
    title={Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation},
    author={Dongliang Chang and Aneeshan Sain and Zhanyu Ma and Yi-Zhe Song and Jun Guo},
    year={2020},
    eprint={2003.03787},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}

Reference codes

https://github.com/thuml/easydl

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Code release for Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation

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