BriefGPT.xyz
Aug, 2023
如何通过主动学习在半监督图像分类中克服确认偏倚
How To Overcome Confirmation Bias in Semi-Supervised Image Classification By Active Learning
HTML
PDF
Sandra Gilhuber, Rasmus Hvingelby, Mang Ling Ada Fok, Thomas Seidl
TL;DR
活跃学习和半监督学习在有限标记数据的真实世界应用中结合的潜力为在真实世界应用中使用有限标记数据进行学习的鲁棒方法提供了新的方向。
Abstract
Do we need
active learning
? The rise of strong deep semi-supervised methods raises doubt about the usability of
active learning
in
limited labele
→