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Efficient-CapsNet: capsule network with self-attention routing

Deep convolutional neural networks, assisted by architectural design strategies, make extensive use of data augmentation techniques and layers with a high number of feature maps to embed object transformations. That is highly inefficient and for large datasets implies a massive redundancy of feature...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Mazzia, Vittorio, Salvetti, Francesco, Chiaberge, Marcello
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8290018/
https://ncbi.nlm.nih.gov/pubmed/34282164
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-93977-0
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