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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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| Pubblicato in: | Proc Int Conf Autom Face Gesture Recognit |
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| Autori principali: | , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2021
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| Soggetti: | |
| Accesso online: | 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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