Browsing by Author "Orescanin, Marco"

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Uncertainty quantification with deep learning through variational inference with applications to synthetic aperture sonar

Orescanin, Marco; Harrington, Brian; Olson, Derek R.; Geilhufe, Marc; Hansen, Roy Edgar; Warakagoda, Narada Dilp (2023)

Deep learning (DL) has gained popularity in applications and research within the active sonar community both in academic and commercial settings due to the ability of such models to learn complex non-linear relationships ...