Official Implementation of DualHSIC @ ICML 2023

This codebase contains the implementation of DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning (ICML 2023).

Based on https://github.com/aimagelab/mammoth

The command for reproducing the results on Split CIFAR-100 with DualHSIC + DER++:

bash scripts/DualHSIC_derpp.sh

The arguments are self-explanatory and correspond to hyperparameter settings presented in our paper.

Cite

@inproceedings{wang2023dualhsic,
  title={DualHSIC: HSIC-bottleneck and alignment for continual learning},
  author={Wang, Zifeng and Zhan, Zheng and Gong, Yifan and Shao, Yucai and Ioannidis, Stratis and Wang, Yanzhi and Dy, Jennifer},
  booktitle={International Conference on Machine Learning},
  pages={36578--36592},
  year={2023},
  organization={PMLR}
}