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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...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Yufeng Xia, Jun Zhang, Zhiqiang Gong, Tingsong Jiang, Wen Yao
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Springer 2023-02-01
Rangatū:Complex & Intelligent Systems
Ngā marau:
Urunga tuihono:https://doi.org/10.1007/s40747-023-00973-0
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