/ISM-Net

Official implementation of ISM-Net. Neurocomputing, 2023.

Primary LanguagePython

ISM-Net: Mining incremental semantics for class incremental learning

Errata: The correct version of Figure 3 in the paper is shown above.

Usage

python main.py --config='select config from ./exps'

Acknowledgment

We thank to this repo(https://github.com/G-U-N/PyCIL) for the base code framework.

Citation

Please cite our paper if you find the work useful:

@article{QIU2023130, title = {ISM-Net: Mining incremental semantics for class incremental learning}, journal = {Neurocomputing}, volume = {523}, pages = {130-143}, year = {2023}, issn = {0925-2312}, doi = {https://doi.org/10.1016/j.neucom.2022.12.029}, url = {https://www.sciencedirect.com/science/article/pii/S0925231222015259}, author = {Zihuan Qiu and Linfeng Xu and Zhichuan Wang and Qingbo Wu and Fanman Meng and Hongliang Li} }