AlexxxXiong / CVPR21_PASS

PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"

PASS - Official PyTorch Implementation

[CVPR2021 Oral] Prototype Augmentation and Self-Supervision for Incremental Learning

Fei Zhu, Xu-Yao Zhang, Chuang Wang, Fei Yin, Cheng-Lin Liu
Paper

Usage

run main.py.

Citation

@InProceedings{Zhu_2021_CVPR,
    author    = {Zhu, Fei and Zhang, Xu-Yao and Wang, Chuang and Yin, Fei and Liu, Cheng-Lin},
    title     = {Prototype Augmentation and Self-Supervision for Incremental Learning},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2021},
    pages     = {5871-5880}
}

Reference

Our implementation references the codes in the following repositories:

• https://github.com/DRSAD/iCaRL
• https://github.com/hankook/SLA