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bayesian methods 1deep learning 1ensembles 1out-of-distribution detection 1uncertainty quantification 1

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q-bio.QM2026

Last-layer committee machines for uncertainty estimations of benthic imagery

H. Martin Gillis, Isaac Xu, Benjamin Misiuk +2

Automating the annotation of benthic imagery (i.e., images of the seafloor and its associated organisms, habitats, and geological features) is critical for monitoring rapidly chang…