Before revision:  We mitigate the imbalanced performances using a novel domain adaptation learning scheme on the facial encodings extracted using SOTA deep nets .
After revision:  We mitigate the imbalanced performances using a novel domain adaptation learning scheme on the facial features extracted using state-of-the-art .