CNN - stride and aliasing

sdefayette February 15, 2024, 5:31am 1

Hi,
Can anyone please comment on stride operations >= 2 in a CNN (equivalent to down-sampling) with the potential of aliasing frequency components ? Do we need to add anti-aliasing filters? If not, why and how the NN overcomes it?

Thanks,
Simon

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CNN - stride and aliasing

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