From the 1 of 5 linked papers with an AI index.
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cs.CV2026
Discovering Intersectional Bias via Directional Alignment in Face Recognition Embeddings
Ignacio Serna
Modern face recognition models embed identities on a unit hypersphere, where identity variation forms tight clusters. Conversely, shared semantic attributes can often be effectivel…
cs.CV2025
A Rapid Test for Accuracy and Bias of Face Recognition Technology
Manuel Knott, Ignacio Serna, Ethan Mann +1
Measuring the accuracy of face recognition (FR) systems is essential for improving performance and ensuring responsible use. Accuracy is typically estimated using large annotated d…