Evaluation of Novel AI Architectures for Uncertainty Estimation

Deep learning (DL) has advanced computer vision, delivering impressive performance on intricate visual tasks. Yet, the need for accurate uncertainty estimations, particularly for out-of-distribution (OOD) inputs, persists. Our research evaluates uncertainty in Convolutional Neural Networks (CNN) an...

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Bibliographic Details
Main Authors: Erik Pautsch, John Li, Silvio Rizzi, George K. Thiruvathukal, Maria Pantoja
Format: Article
Language:English
Published: Universidad Autónoma de Bucaramanga 2024-12-01
Series:Revista Colombiana de Computación
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Online Access:https://revistas.unab.edu.co/index.php/rcc/article/view/5274
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