/Learning-with-Selective-Forgetting

This is an official PyTorch impelementation of our paper "Learning with Selective Forgetting" (IJCAI21).

Primary LanguagePythonOtherNOASSERTION

Learning with Selective Forgetting (IJCAI21)

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

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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}
}