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Cycle-Spinning (CS) method is applied to Antialiased CNNs

Making Convolutional Networks Shift-Invariant Again
Richard Zhang. In ICML, 2019 [Project Page] .

antialiased_cnns/resnet.py file has been changed with adding cycle-spinning method for ResNet.

We did not change any parameter only add cycle-spinning method into resnet file and we named as resnet_padding_shif. If tis file named as resnet.py and run it is trained with cycle-spinning method. We have used ZeroPad2d for shift the images for first conv operation and after convolved undo shift operation.

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pip install antialiased-cnns to improve stability and accuracy

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