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Class-Incremental Learning via Prototype Similarity Replay and Similarity-adjusted Regularization

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FutureIAI/PSSR

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Usage

We run the code with torch version: 1.7.0, python version: 3.8.5

  • Train CIFAR100
python main.py
  • Train Tiny-ImageNet
cd Tiny-ImageNet
python main_tiny.py
  • Train ImageNet-Subset
cd ImageNet-Subset
python main_PSSR_imagenet.py

The code repository for "Class-Incremental Learning via Prototype Similarity Replay and Similarity-adjusted Regularization"If you use any content of this repo for your work, please cite the following bib entry:

title={Class-Incremental Learning via Prototype Similarity Replay and Similarity-adjusted Regularization},
author={Runji Chen, Guangzhu Chen, Xiaojuan Liao, Wenjie Xiong},
year={2024}
}

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