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20192026
most citedImproving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors

1 citations · 1 across the 8 of their papers we have counts for

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cs.CV2026

Generalist Multimodal LLMs Gain Biometric Expertise via Human Salience

Jacob Piland, Byron Dowling, Christopher Sweet +1

Iris presentation attack detection (PAD) is critical for secure biometric deployments, yet developing specialized models faces significant practical barriers: collecting data repre…

cs.CV2026

VISER: Visually-Informed System for Enhanced Robustness in Iris Presentation Attack Detection

Byron Dowling, Jacob Piland, Eleanor Frederick +2

Human perceptual priors have shown promise in saliency-guided deep learning training, particularly in the domain of iris presentation attack detection (PAD). Common saliency approa…