Bias Mitigation in Face Recognition via Demographic-based Supervised Contrastive Learning

Yu Linghu, Salman Mohammad, Xinyi Zhang +1

Face recognition systems have been shown to be biased toward certain demographic groups by exhibiting different error rates across gender, age, or ethnicity. Though the imbalance o…