Active Transfer Learning

IEEE link: https://ieeexplore.ieee.org/iel7/76/4358651/08649674.pdf

We have added comments in the code, the specific details can correspond to the explanation in the paper.

We appreciate it if you use this matlab code and cite our papers.

The BibTeX files are as follows,

Active Transfer Learning. PENG, et al. TCSVT19

@article{peng2019active, title={Active Transfer Learning}, author={Peng, Zhihao and Zhang, Wei and Han, Na and Fang, Xiaozhao and Kang, Peipei and Teng, Luyao}, journal={IEEE Transactions on Circuits and Systems for Video Technology}, volume={30}, number={4}, pages={1022--1036}, year={2019}, publisher={IEEE} }

Non-Negative Transfer Learning with Consistent Inter-domain Distribution. PENG, et al. SPL20

@ARTICLE{9210817, author={Z. {Peng} and Y. {Jia} and J. {Hou}}, journal={IEEE Signal Processing Letters}, title={Non-Negative Transfer Learning with Consistent Inter-domain Distribution}, year={2020}, volume={}, number={}, pages={1-1}, note={doi:{\color{blue} \href{https://doi.org/10.1109/LSP.2020.3025061}{10.1109/LSP.2020.3025061}} }

Contact

[email protected]; [email protected]

Note

Note that the classification results are obtained in MATLAB R2013a. Since the latest MATLAB version has abandoned the function 'knnclassify', it is necessary to replace the used KNN function when using the latest version of the MATLAB file. The experimental results may be different.