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Pytorch Implementation of the Kernel Convolution AKA Kervolution Layer from Kervolutional Neural Networks (https://arxiv.org/pdf/1904.03955.pdf)

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Kervolutional Neural Networks

A Pytorch implementation for the Kervolutional AKA Kernel Convolutional Layer from Kervolutional Neural Networks [paper]. It is doing something very similar to Network in Network but using kernels to add the non-linearity instead.

Dependancies

pip install <pytorch-latest.whl url>

To use this layer:

from layer import KernelConv2d, GaussianKernel, PolynomialKernel

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Pytorch Implementation of the Kernel Convolution AKA Kervolution Layer from Kervolutional Neural Networks (https://arxiv.org/pdf/1904.03955.pdf)

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  • Jupyter Notebook 80.4%
  • Python 19.6%