Awesome
Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning
This is the source code of Paper: Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning. (CVPR 2023, arXiv, YouTube Video)
Enviroment
We provide the conda enviroment file here
Run experiment
source run_files/[run_file_name.sh]
Example: run PAR on CIFAR100-10
sh run_files/cifar100-10/par2.sh
The result is as follows:
Code
in /src
Citation
Please cite the paper if you use the code in this repo.
@inproceedings{wang2023task,
title={Task Difficulty Aware Parameter Allocation \& Regularization for Lifelong Learning},
author={Wang, Wenjin and Hu, Yunqing and Chen, Qianglong and Zhang, Yin},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={7776--7785},
year={2023}
}