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Synthetic data model shows promise for biometric bias mitigation
By using a dataset created with GANDiffFace, researchers were able to fine-tune the ArcFace model for significantly lower FMRs for different demographic groups.
Pietro melzi
Hochschule darmstadt university of applied sciences
Autonomous university of madrid
Norwegian biometrics laboratory annual workshop
European association for biometrics
Generative adversarial networks gans
Autonomous university
Hochschule darmstadt university
Adversarial networks
European association
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