Similarly to (Zhang et al., 2018), we also optimize the classification accuracy of the dominant emotion by a cross-entropy (CE) objective, which is shown to improve EDL performance.
1(y j ) = 1 if y j is the maximal value of y, otherwise 1(y j ) = 0.