ResMLP : Feedforward Networks for Image Classification With Data-Efficient Training

We present ResMLP, an architecture built entirely upon multi-layer perceptrons for image classification. It is a simple residual network that alternates (i) a linear layer in which image patches interact, independently and identically across channels, and (ii) a two-layer feed-forward network in whi...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 12. Apr., Seite 5314-5321
Auteur principal: Touvron, Hugo (Auteur)
Autres auteurs: Bojanowski, Piotr, Caron, Mathilde, Cord, Matthieu, El-Nouby, Alaaeldin, Grave, Edouard, Izacard, Gautier, Joulin, Armand, Synnaeve, Gabriel, Verbeek, Jakob, Jegou, Herve
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article