razvancaramalau / MoBYv2AL

The first contrastive learning work for Active Learning.

MoBYv2AL

The first contrastive learning work for Active Learning. Link to paper: https://arxiv.org/abs/2301.01531 Please install the required libraries from requirements.txt Pip install requirements:

pip install -r requirements.txt

To run MoBYv2AL (also Random and CoreSet) on CIFAR-10 (also CIFAR-100/SVHN/FashionMNIST):

python main_ssl.py -d cifar10 -m mobyv2al

If you find this code useful please cite:

Citation

@booktitle{caramalau2022mobyv2al,
  title={MoBYv2AL: Self-supervised Active Learning for Image Classification},
  author={Caramalau, Razvan and Bhatarrai, Binod and Stoyanov, Dan and Kim, Tae-Kyun},
  booktitle={BMVC (British Machine Vision Conference)},
  year={2022}
}