Awesome

PILoRA

PyTorch implementation of "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"

Note

Our code will be continuously updated.

Environment

timm == 0.6.7
pytorch ≥ 1.12.1

Usage

sh train_d.sh  
sh train_q.sh

Citation

@article{guo2024federated,
  title={Federated Class-Incremental Learning with Prototype Guided Transformer},
  author={Guo, Haiyang and Zhu, Fei and Liu, Wenzhuo and Zhang, Xu-Yao and Liu, Cheng-Lin},
  journal={arXiv preprint arXiv:2401.02094},
  year={2024}
}