kervolution

Kervolution Library in PyTorch

Usage

It is suggested to add this repo as a submodule in your project.

git submodule add https://github.com/wang-chen/kervolution [target folder]

Then you can replace nn.Conv by nn.Kerv directly in you python script.

You may also need the following commands.

git submodule init
git submodule update

Citation

@inproceedings{wang2019kervolutional,
  title={Kervolutional Neural Networks},
  author={Wang, Chen and Yang, Jianfei and Xie, Lihua and Yuan, Junsong},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={31--40},
  year={2019}
}