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Unsupervised Few-Shot Feature Learning via Self-Supervised Training

Learning from limited exemplars (few-shot learning) is a fundamental, unsolved problem that has been laboriously explored in the machine learning community. However, current few-shot learners are mostly supervised and rely heavily on a large amount of labeled examples. Unsupervised learning is a mor...

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Detalhes bibliográficos
Publicado no:Front Comput Neurosci
Main Authors: Ji, Zilong, Zou, Xiaolong, Huang, Tiejun, Wu, Si
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7592391/
https://ncbi.nlm.nih.gov/pubmed/33178000
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2020.00083
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