Search Results for author: Maryam Matin

Found 1 papers, 0 papers with code

Hey Human, If your Facial Emotions are Uncertain, You Should Use Bayesian Neural Networks!

no code implementations17 Aug 2020 Maryam Matin, Matias Valdenegro-Toro

In this paper we show that Bayesian Neural Networks, as approximated using MC-Dropout, MC-DropConnect, or an Ensemble, are able to model the aleatoric uncertainty in facial emotion recognition, and produce output probabilities that are closer to what a human expects.

Facial Emotion Recognition

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