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Aug, 2023
尺度保持的自动概念提取(SPACE)
Scale-Preserving Automatic Concept Extraction (SPACE)
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Andrés Felipe Posada-Moreno, Lukas Kreisköther, Tassilo Glander, Sebastian Trimpe
TL;DR
针对卷积神经网络在工业质量控制等关键应用中出现意外行为的问题,该研究提出了一种基于Scale-Preserving Automatic Concept Extraction (SPACE)算法的概念提取技术,并对其在工业质量控制领域的性能进行了评估,验证了其超越其他方法并提供CNNs决策机制的可行见解。
Abstract
convolutional neural networks
(CNN) have become a common choice for
industrial quality control
, as well as other critical applications in the Industry 4.0. When these CNNs behave in ways unexpected to human users
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