/TRGP

[ICLR 2022] Official Code Repository for "TRGP: TRUST REGION GRADIENT PROJECTION FOR CONTINUAL LEARNING"

Primary LanguagePythonMIT LicenseMIT

TRGP

Official Pytorch implementation for "TRGP: Trust Region Gradient Projection for Continual Learning", ICLR 2022 (Spotlight).

Experiments

The experimental scipts can be found under scripts folder. The dataset for PMNIST, CIFAR-100, 5-dataset will be automatically downloaded. For the experiments on MiniImageNet, please download the train_data and test_data

Citation

@article{lin2022trgp,
  title={TRGP: Trust Region Gradient Projection for Continual Learning},
  author={Lin, Sen and Yang, Li and Fan, Deliang and Zhang, Junshan},
  journal={arXiv preprint arXiv:2202.02931},
  year={2022}
}