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The workflow of the face recognition model with our proposed EUM. The top part of the figure (inside the dashed rectangle) shows the proposed solution in operation mode. Given an embedding obtained from the masked face, the proposed model is trained with SRT loss to output a new embedding that is similar to the one of the unmasked face of the same identity and different from the unmasked face embedding from all other identities.
