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A New Method of Image Classification Based on Domain Adaptation

Deep neural networks can learn powerful representations from massive amounts of labeled data; however, their performance is unsatisfactory in the case of large samples and small labels. Transfer learning can bridge between a source domain with rich sample data and a target domain with only a few or...

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Detalles Bibliográficos
Autores principales: Zhao, Fangwen, Liu, Weifeng, Wen, Chenglin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8877464/
https://www.ncbi.nlm.nih.gov/pubmed/35214217
http://dx.doi.org/10.3390/s22041315