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Meta-ensemble learning with a multi-headed model for few-shot problems

Recent meta-learning algorithms for few-shot learning are based on episodic training where each episode consists of only a few support and query samples to imitate a target few-shot task. However, due to the limited number of categories and few samples in each category, this framework suffers from o...

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Bibliographic Details
Main Authors: Seokhyeon Ha, Youngseok Yoon, Jungwoo Lee
Format: Artigo
Language:Inglês
Published: Elsevier 2023-10-01
Series:ICT Express
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405959522001345
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