BriefGPT.xyz
Mar, 2019
分解不确定性的群集计数
Crowd Counting with Decomposed Uncertainty
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Min-hwan Oh, Peder A. Olsen, Karthikeyan Natesan Ramamurthy
TL;DR
本文提出了一种基于bootstrap集成的神经网络框架用于数量估算领域中的IUNCERTAINTY QUANTIFICATION，展示出该方法的高效性和有效性，并在大量基准数据集中取得良好表现。
Abstract
Research in
neural networks
in the field of
computer vision
has achieved remarkable accuracy for point estimation. However, the uncertainty in the estimation is rarely addressed.
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