/Bayesian-Uncertainty-Matching-for-UDA

Primary LanguagePython

Bayesian Uncertainty Matching for Unsupervised Domain Adaptation

This repository is the implementation of paper [Bayesian Uncertainty Matching for Unsupervised Domain Adaptation-IJCAI-2019]

  1. Download datasets and put in: ./data/
  2. Training and test: ./scripts/mnist-usps.sh

If you find the codes useful, you can cite this paper:

@inproceedings{wen2019bayesian,
title={Bayesian uncertainty matching for unsupervised domain adaptation},
author={Wen, Jun and Zheng, Nenggan and Yuan, Junsong and Gong, Zhefeng and Chen, Changyou},
booktitle={Proceedings of the 28th International Joint Conference on Artificial Intelligence},
pages={3849--3855},
year={2019},
organization={AAAI Press}
}