Xiaoyu Mi

Semi-Supervised Contrastive Learning with Soft Mask Attention for Facial Action Unit Detection

This paper presents a novel facial action unit (AU) detection method by simultaneously improving AU feature’s discriminative ability and alleviating the AU data scarcity problem. We design a supervised AU soft mask attention scheme to learn local AU features by integrating prior expert knowledge. To…