https://github.com/facebookresearch/GradientEpisodicMemory

Continuum Learning with GEM: Gradient Episodic Memory
https://github.com/facebookresearch/GradientEpisodicMemory

Last synced: about 2 months ago
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Continuum Learning with GEM: Gradient Episodic Memory

• Host: GitHub
• URL: https://github.com/facebookresearch/GradientEpisodicMemory
• Owner: facebookresearch
• License: other
• Archived: true
• Created: 2017-11-07T15:53:53.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-10-22T13:06:09.000Z (over 5 years ago)
• Last Synced: 2024-03-04T14:32:04.364Z (3 months ago)
• Language: Python
• Size: 28.3 KB
• Stars: 384
• Watchers: 14
• Forks: 74
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

Lists

• Awesome-pytorch-list - GradientEpisodicMemory
• Awesome-pytorch-list-CNVersion - GradientEpisodicMemory

README

        
# Gradient Episodic Memory for Continual Learning

Source code for [the paper](https://arxiv.org/abs/1706.08840):

```

@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](LICENSE).