Continuum Learning with GEM: Gradient Episodic Memory

Overview

Gradient Episodic Memory for Continual Learning

Source code for the paper:

@inproceedings{GradientEpisodicMemory,
    title={Gradient Episodic Memory for Continual Learning},
    author={Lopez-Paz, David and Ranzato, Marc'Aurelio},
    booktitle={NIPS},
    year={2017}
}

To replicate the experiments, execute ./run_experiments.sh.

This source code is released under a Attribution-NonCommercial 4.0 International license, find out more about it here.

Owner
Facebook Research
Facebook Research
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