Cross-domain error minimization for unsupervised domain adaptation(CDEM)

This directory contains the code for paper Cross-domain error minimization for unsupervised domain adaptation. Please refer to our paper [1] for the method and technical details.

Figure1 An overview of the proposed method.

Code and data

The code is implemented by MATLAB and can be directly used.The three datasets used in CDEM are contained in data folder, the utils folder contains necessary functions. You can run run_imageclef.m, run_office31.m and run_office10.m directly for the results of imageclef, office31 and office10 respectively.

Results

figure2 Results on Office-Caltech dataset

figure3 Results on Office-31 dataset

Contact

• duyuntao@smail.nju.edu.cn

Reference

@article{Du2021CrossDomainEM,
  title={Cross-Domain Error Minimization for Unsupervised Domain Adaptation},
  author={Yuntao Du and Yinghao Chen and Fengli Cui and Xiaowen Zhang and Chong-Jun Wang},
  journal={DASFAA},
  year={2021},
  }