CVPR · 2024 · Conference paper

Is Our Continual Learner Reliable? Investigating Its Decision Attribution Stability through SHAP Value Consistency

Yusong Cai, Shimou Ling, Liang Zhang, Li-Li Pan, Hongliang Li

Published in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Date: 2024-06-17
Citations: 1

Cite

@inproceedings{cai2024continual,
  title = {Is Our Continual Learner Reliable? Investigating Its Decision Attribution Stability through SHAP Value Consistency},
  author = {Yusong Cai and Shimou Ling and Liang Zhang and Li-Li Pan and Hongliang Li},
  year = {2024},
  booktitle = {2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
  doi = {10.1109/CVPRW63382.2024.00566},
  url = {https://doi.org/10.1109/CVPRW63382.2024.00566},
}