Search Results for author: Javier González-Anaya

Found 1 papers, 0 papers with code

Enumeration of max-pooling responses with generalized permutohedra

no code implementations29 Sep 2022 Laura Escobar, Patricio Gallardo, Javier González-Anaya, José L. González, Guido Montúfar, Alejandro H. Morales

We investigate the combinatorics of max-pooling layers, which are functions that downsample input arrays by taking the maximum over shifted windows of input coordinates, and which are commonly used in convolutional neural networks.

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