196 citations · 439 across the 28 of their papers we have counts for
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cs.CV2021★ 1 cited
Ordinal Pooling
Adrien Deliège, Maxime Istasse, Ashwani Kumar +2
In the framework of convolutional neural networks, downsampling is often performed with an average-pooling, where all the activations are treated equally, or with a max-pooling ope…
cs.LG2021★ 2 cited
Intraclass clustering: an implicit learning ability that regularizes DNNs
Carbonnelle Simon, Christophe De Vleeschouwer
Several works have shown that the regularization mechanisms underlying deep neural networks' generalization performances are still poorly understood. In this paper, we hypothesize…