mmjing / BalancedOSDA

Source code for Balanced Open Set Domain Adaptation via Centroid Alignment

A Pytorch implementation for “Balanced Open Set Domain Adaptation via Centroid Alignment”

Dependencies

• python==3.6.5
• pytorch==1.1.0
• scipy==1.2.3
• numpy==1.18.5
• libmr==0.1.9

To reproduce the results, please run:

python ./demo.py

We also provide a pretrained model. Run the following command to load the model and get the results:

python ./demo_only_test.py

This work is built on top of S-VAE, as presented in [1](http://arxiv.org/abs/1804.00891).

Bibtex

@inproceedings{jing2021balanced,
  title={Balanced open set domain adaptation via centroid alignment},
  author={Jing, Mengmeng and Li, Jingjing and Zhu, Lei and Ding, Zhengming and Lu, Ke and Yang, Yang},
  booktitle={Proceedings of the AAAI conference on artificial intelligence},
  volume={35},
  number={9},
  pages={8013--8020},
  year={2021}
}