most citedLeanConvNets: Low-cost Yet Effective Convolutional Neural Networks

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cs.CV2020

MGIC: Multigrid-in-Channels Neural Network Architectures

Moshe Eliasof, Jonathan Ephrath, Lars Ruthotto +1

We present a multigrid-in-channels (MGIC) approach that tackles the quadratic growth of the number of parameters with respect to the number of channels in standard convolutional ne…