2 papers
cs.CV2026
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…
cs.CV2024
Score Normalization for Demographic Fairness in Face Recognition
Yu Linghu, Tiago de Freitas Pereira, Christophe Ecabert +2
Fair biometric algorithms have similar verification performance across different demographic groups given a single decision threshold. Unfortunately, for state-of-the-art face reco…