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Novel transfer learning schemes based on Siamese networks and synthetic data

Transfer learning schemes based on deep networks which have been trained on huge image corpora offer state-of-the-art technologies in computer vision. Here, supervised and semi-supervised approaches constitute efficient technologies which work well with comparably small data sets. Yet, such applicat...

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Detalles Bibliográficos
Autores principales: Kenneweg, Philip, Stallmann, Dominik, Hammer, Barbara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9757634/
https://www.ncbi.nlm.nih.gov/pubmed/36568475
http://dx.doi.org/10.1007/s00521-022-08115-2