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Jun, 2020
基于插值的半监督学习用于对象检测
Interpolation-based semi-supervised learning for object detection
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Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak
TL;DR
本文提出了一种基于插值的半监督学习方法,ISD,用于目标检测任务,通过不同的损失函数适合不同模型输出类型的训练方式,有效提升了模型性能。
Abstract
Despite the data labeling cost for the
object detection
tasks being substantially more than that of the classification tasks,
semi-supervised learning
methods for
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