Learning with Selective Forgetting (IJCAI21)

This is an official PyTorch impelementation of our paper "Learning with Selective Forgetting (IJCAI2021)"

1. Getting Started: Generate Datasets and Mnemonic Code (CIFAR100 with Task2, Task5, Task10)

sh ./gen_datasets.sh

2. Run Main Process (CIFAR100)

sh ./cifarT2.sh # CIFAR100 with Task2

sh ./cifarT5.sh # CIFAR100 with Task5

sh ./cifarT10.sh # CIFAR100 with Task10

Citation

If you use this toolbox or benchmark in your research, please cite this project.

@inproceedings{shibata2021learning,
  title={Learning with Selective Forgetting.},
  author={Shibata, Takashi and Irie, Go and Ikami, Daiki and Mitsuzumi, Yu},
  booktitle={IJCAI},
  volume={2},
  number={4},
  pages={6},
  year={2021}
}