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Simple and Effective Approaches for Uncertainty Prediction in Facial Action Unit Intensity Regression

Knowing how much to trust a prediction is important for many critical applications. We describe two simple approaches to estimate uncertainty in regression prediction tasks and compare their performance and complexity against popular approaches. We operationalize uncertainty in regression as the abs...

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Detalles Bibliográficos
Publicado en:Proc Int Conf Autom Face Gesture Recognit
Autores principales: Wörtwein, Torsten, Morency, Louis-Philippe
Formato: Artigo
Lenguaje:Inglês
Publicado: 2021
Materias:
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7935373/
https://ncbi.nlm.nih.gov/pubmed/33679265
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/fg47880.2020.00045
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