Multi-Task Transformer with uncertainty modelling for Face Based Affective Computing

no code implementations • 6 Aug 2022 • Gauthier Tallec, Jules Bonnard, Arnaud Dapogny, Kévin Bailly

From a learning point of view we use an uncertainty weighted loss for modelling the difference of stochasticity between the three tasks annotations.

Privileged Attribution Constrained Deep Networks for Facial Expression Recognition

no code implementations • 24 Mar 2022 • Jules Bonnard, Arnaud Dapogny, Ferdinand Dhombres, Kévin Bailly

Facial Expression Recognition (FER) is crucial in many research domains because it enables machines to better understand human behaviours.

Facial Expression Recognition Facial Expression Recognition (FER)