Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
README.md		README.md
ResNet.py		ResNet.py
ResNetWithNorm.py		ResNetWithNorm.py
experiments.py		experiments.py
iCIFAR100.py		iCIFAR100.py
iCarl.py		iCarl.py
incremental_learning_CVPR.pdf		incremental_learning_CVPR.pdf
main.ipynb		main.ipynb

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A PyTorch Implementation of iCaRL

A PyTorch Implementation of iCaRL: Incremental Classifier and Representation Learning.

The code implements experiments on CIFAR-100

Notes

This code reproduces the results from the paper.
This code contains two my new proposals to improve the accuracy.
Versions
- Python 3.7
- PyTorch v1.5.0

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python pytorch incremental-learning nca cifar100 fine-tuning lwf icarl

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