S3C

Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning

Dependencies

All library details given in FSCIL.yml file. To install FSCIL environment run the following command.

$conda env create -f FSCIL.yml

Dataset

We followed same protocol as CEC for downloading datasets.

Training

CIFAR-100

$bash run_cifar_s3c.sh

For both CUB and miniImageNet, need to change image shape inside training and test functions (CUB 224 X 224, miniImageNet 84 X 84)

CUB-200

$bash run_cub_s3c.sh

miniImageNet-100

$bash run_imagenet_s3c.sh