Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization (HomOTL-ODDM)
This project implements our paper Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization, Please refer to our paper [1] for the method and technical details.
Figure 1 Structure of HomOTL-ODDM algorithm.
The code is implemented by MATLAB and can be directly used. The datasets used in HomOTL-ODDM are contained in data folder, You can run Experiment.m for the results.
Figure 2 Mistakes rates(%) on 9 cross-domain image tasks.
If you have any problem about our code, feel free to contact
If you use this code for your research, please consider citing:
@inproceedings{Du2020HomogeneousOT,
title={Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization},
author={Yuntao Du and Zhiwen Tan and Qian Chen and Y. Zhang and Chong-Jun Wang},
booktitle={ECAI},
year={2020}
}