https://github.com/mbosc/twf

Official codebase for the ECCV 2022 paper Transfer without Forgetting
https://github.com/mbosc/twf

continual-learning pretraining

Last synced: about 1 year ago
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Official codebase for the ECCV 2022 paper Transfer without Forgetting

• Host: GitHub
• URL: https://github.com/mbosc/twf
• Owner: mbosc
• Created: 2022-06-01T09:50:30.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2022-07-07T08:50:16.000Z (almost 4 years ago)
• Last Synced: 2024-11-15T06:32:55.131Z (over 1 year ago)
• Topics: continual-learning, pretraining
• Language: Python
• Homepage:
• Size: 174 KB
• Stars: 18
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          


Transfer without Forgetting
ECCV 2022



[Paper link on ArXiv](https://arxiv.org/pdf/2206.00388.pdf) • Powered by [Mammoth](https://github.com/aimagelab/mammoth)



  



## Instructions

- use `utils/main.py` to launch an experiment

- The `load_cp` argument defines the path where your initialization checkpoint for a given pre-training dataset will be downloaded. By default, it is a random path in /tmp/, specify a fixed path if you want to reuse a single checkpoint.

## Citation

```@inproceedings{boschini2022transfer,

    title={Transfer without Forgetting},

    author={Boschini, Matteo and Bonicelli, Lorenzo and Porrello, Angelo and Bellitto, Giovanni and Pennisi, Matteo and Palazzo, Simone and Spampinato, Concetto and Calderara, Simone},

    booktitle={European Conference on Computer Vision},

    year={2022}

}

```