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Why Is Everyone Training Very Deep Neural Network With Skip Connections?

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Published in 2022 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2021.3131813

Abstract: Recent deep neural networks (DNNs) with several layers of feature representations rely on some form of skip connections to simultaneously circumnavigate optimization problems and improve generalization performance. However, the operations of these models are still… read more here.

Keywords: dnns skip; network; skip connections; deep neural ... See more keywords