Learning from Students: Online Contrastive Distillation Network for General Continual Learning

This repository contains the PyTorch implementation for the IJCAI 2022 Paper "Learning from Students: Online Contrastive Distillation Network for General Continual Learning" (Corresponding author: Prof. Zhong Ji)

Our paper is available at Online

If you have any questions on this paper, feel free to create an issue.

Citation

Please cite our paper if it is helpful to your work:

@inproceedings{ocd_net,
author = {Li, Jin and Ji, Zhong and Wang, Gang and Wang, Qiang and Gao, Feng},
title = {Learning from Students: Online Contrastive Distillation Network for General Continual Learning},
booktitle = {Proceedings of the International Joint Conference on Artificial Intelligence},
pages     = {3215--3221},
year      = {2022},
note      = {Main Track}
doi       = {10.24963/ijcai.2022/446},
}

Acknowledgements

Our implementations use the source code from the following repositories and users:

• Dark Experience for General Continual Learning

• Supervised Contrastive Learning

• Complementary Calibration