SoftNet-FSCIL

- Train SoftNet on Topic split of CIFAR100 (base session training)

./train_soft_cifar.sh #gpu train

- Train and Evaluation of SoftNet on Topic split of CIFAR100 (few-shot incremental session traing and evaluation)

./train_soft_cifar.sh #gpu test

Update further soon...

3D Loss Landscapes

@inproceedings{
kang2023on,
title={On the Soft-Subnetwork for Few-Shot Class Incremental Learning},
author={Haeyong Kang and Jaehong Yoon and Sultan Rizky Hikmawan Madjid and Sung Ju Hwang and Chang D. Yoo},
booktitle={The Eleventh International Conference on Learning Representations },
year={2023},
url={https://openreview.net/forum?id=z57WK5lGeHd}
}