RBUE: a ReLU-based uncertainty estimation method for convolutional neural networks

Abstract Convolutional neural networks (CNNs) have successfully demonstrated their powerful predictive performance in a variety of tasks. However, it remains a challenge to estimate the uncertainty of these predictions simply and accurately. Deep Ensemble is widely considered the state-of-the-art me...

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Prif Awduron:	Yufeng Xia, Jun Zhang, Zhiqiang Gong, Tingsong Jiang, Wen Yao
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Springer 2023-02-01
Cyfres:	Complex & Intelligent Systems
Pynciau:	ReLU based Uncertainty estimation Diverse predictions Convolutional neural networks
Mynediad Ar-lein:	https://doi.org/10.1007/s40747-023-00973-0
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