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Multi-Stage Meta-Learning for Few-Shot with Lie Group Network Constraint

Deep learning has achieved many successes in different fields but can sometimes encounter an overfitting problem when there are insufficient amounts of labeled samples. In solving the problem of learning with limited training data, meta-learning is proposed to remember some common knowledge by lever...

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Detalles Bibliográficos
Autores principales: Dong, Fang, Liu, Li, Li, Fanzhang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7517158/
https://www.ncbi.nlm.nih.gov/pubmed/33286397
http://dx.doi.org/10.3390/e22060625