[visionlist] [source-code] A new type of layer for more robust Convolutional Networks
n.strisciuglio at rug.nl
Sun May 10 13:17:04 -04 2020
we released the code of the Push-Pull layer
<https://github.com/nicstrisc/push-pull-cnn-layer>, which can be used as
substitute of convolutional layers in ConvNet architectures, to increase
their robustness and generalization to corruptions of the input images
that have not been seen during training.
The code is available at https://github.com/nicstrisc/push-pull-cnn-layer
and refers at the paper 'Enhanced robustness of convolutional networks
with a push–pull inhibition layer', which we published open access at
We hope this layer can be of use to make ConvNets more robust and to
generalize better to unseen corruptions of the input.
All the best,
on behalf of
Manuel Lopez Antequera
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