Articles with "uncertainty metrics" as a keyword



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Bayesian Neural Networks to Analyze Hyperspectral Datasets Using Uncertainty Metrics

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Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3205119

Abstract: Machine learning techniques, and specifically neural networks, have proved to be very useful tools for image classification tasks. Nevertheless, measuring the reliability of these networks and calibrating them accurately are very complex. This is even… read more here.

Keywords: neural networks; bayesian neural; networks analyze; uncertainty metrics ... See more keywords