Search Results for author: Víctor Manuel Campello

Found 1 papers, 0 papers with code

Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation

no code implementations16 Mar 2022 Kaisar Kushibar, Víctor Manuel Campello, Lidia Garrucho Moras, Akis Linardos, Petia Radeva, Karim Lekadir

In this paper, we propose Layer Ensembles, a novel uncertainty estimation method that uses a single network and requires only a single pass to estimate predictive uncertainty of a network.

Image Segmentation Medical Image Segmentation +2

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