Distilled Replay

Paper

• Distilled Replay: Overcaming Forgetting through Synthetic Samples, 2021. [PDF]

Setup & Execution

• Install the packages listed in requirements.txt

• Run the desired configuration file (e.g. python smnist_continual_distillation/config_dr.py will run Distilled Replay on Split MNIST)

Citation

Please cite our paper if it is helpful to your work:

@article{Rosasco2021DR,
  author    = {Andrea, Rosasco and Antonio, Carta and Andrea, Cossu and Vincenzo, Lomonaco and Davide, Bacciu},
  title     = {Distilled Replay: Overcaming Forgetting through Synthetic Samples},
  journal = {arXiv},
  year      = {2021}
}