Experiments for: Class-Incremental Experience Replay for Continual Learning under Concept Drift.
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ER, RSB: learners/er.py
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Experiments: benchmark/er_runner.py
pip install --upgrade pip
pip install wheel
pip install -r requirements.txt
Can be downloaded from: https://drive.google.com/drive/folders/1bNv8s3QXrZWMy1PTs_4B2TGTeM_HzI21?usp=sharing
If you use TensorBoard:
tensorboard --logdir runs/er
Then:
python main.py
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CSV files can be found in results.
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TensorBoard: http://localhost:6006/
@article{Korycki2021:er,
title={Class-Incremental Experience Replay for Continual Learning under Concept Drift},
author={Lukasz Korycki and B. Krawczyk},
journal={2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
year={2021},
pages={3644-3653}
}