CVPR · 2024 · Conference paper · Top venue

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

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

University of Electronic Science and Technology of China

Published in
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Date
2024-06-17
Citations
2
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 Lili 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},
}