grigorisg9gr / polynomials-for-augmenting-NNs

Official Implementation of the ECCV'22 paper `Augmenting Deep Classifiers with Polynomial Neural Networks'

Augmenting Deep Classifiers with Polynomial Neural Networks

Official implementation of the image classification experiment with PDC as described on the ECCV'22 paper "Augmenting Deep Classifiers with Polynomial Neural Networks" (link).

Citing

If you use this code, please cite [1]:

BibTeX:

@inproceedings{
pdc2022,
title={Augmenting Deep Classifiers with Polynomial Neural Networks},
author={Chrysos, Grigorios and Georgopoulos, Markos and Deng, Jiankang and Kossaifi, Jean and Panagakis, Yannis and Anandkumar, Anima},
booktitle={European Conference on Computer Vision (ECCV)},
year={2022}
}

References

[1]	Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Jean Kossaifi, Yannis Panagakis and Anima Anandkumar, Augmenting Deep Classifiers with Polynomial Neural Networks, European Conference on Computer Vision (ECCV), 2022.