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Wen-Hsien Hsu

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#machine learning Preprint Sep 2026

A Width-Matched Comparison of Hybrid Quantum-Classical Self-Supervised Learning for Fingerprint Recognition

Fingerprint recognition is a widely deployed biometric, but supervised training requires large labeled enrollment sets. Self-supervised learning (SSL) removes this requirement, and hybrid quantum-classical models have been proposed to enrich the learned representations. Prior quantum SSL studies consider a single contr...

Maria S. Edwards, Kidwell Dlamini, Pin-An Lin et al. · 0 citations

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