Explainable Deep One-Class Classification

Here we provide the implementation of Fully Convolutional Data Description (FCDD), an explainable approach to deep one-class classification. The implementation is based on PyTorch.

Citation

A preprint of our paper is available at: https://arxiv.org/abs/2007.01760

If you use our work, please also cite the current preprint:

@misc{liznerski2020explainable,
    title={Explainable Deep One-Class Classification},
    author={Philipp Liznerski and Lukas Ruff and Robert A. Vandermeulen and Billy Joe Franks and Marius Kloft and Klaus-Robert Müller},
    year={2020},
    eprint={2007.01760},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}

WIP

Code will be available soon...