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Stepwise PathNet: a layer-by-layer knowledge-selection-based transfer learning algorithm

Some neural network can be trained by transfer learning, which uses a pre-trained neural network as the source task, for a small target task’s dataset. The performance of the transfer learning depends on the knowledge (i.e., layers) selected from the pre-trained network. At present, this knowledge i...

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Detalles Bibliográficos
Autores principales: Imai, Shunsuke, Kawai, Shin, Nobuhara, Hajime
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7235242/
https://www.ncbi.nlm.nih.gov/pubmed/32424180
http://dx.doi.org/10.1038/s41598-020-64165-3