On Episodes, Prototypical Networks, and Few-shot Learning

Episodic learning is a popular practice among researchers and practitioners interested in few-shot learning. It consists of organising training in a series of learning problems (or episodes), each divided into a small training and validation subset to mimic the circumstances encountered during evalu...

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Veröffentlicht in:	arXiv.org 2021-11
Hauptverfasser:	Laenen, Steinar, Bertinetto, Luca
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Learning Matching Networks Training
Online-Zugang:	Volltext
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