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Dec, 2019
RealMix: 实现逼真的半监督深度学习算法
RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms
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Varun Nair, Javier Fuentes Alonso, Tony Beltramelli
TL;DR
RealMix是一个半监督学习算法,可解决传统算法在标记数据和非标记数据分布不一致时表现不佳的问题,并在有限的数据和计算资源下取得了优异的结果。
Abstract
semi-supervised learning
(SSL) algorithms have shown great potential in training regimes when access to
labeled data
is scarce but access to
unla
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