1

Does Head Pose Correction Improve Biometric Facial Recognition?
Justin D. Norman, Hany Farid
PDF Project DOI
Does Head Pose Correction Improve Biometric Facial Recognition?
When 95% Accuracy Isn't Good Enough: Bridging the Gap Between Forensic Biometric Facial Recognition Benchmarks and Real-World Human Impact
Lightning talk and poster at the CVPR 2026 Humans of Generative AI workshop, synthesizing a body of work on the gap between reported facial recognition accuracy and real-world forensic performance.
Justin D. Norman
PDF Poster Workshop
When 95% Accuracy Isn't Good Enough: Bridging the Gap Between Forensic Biometric Facial Recognition Benchmarks and Real-World Human Impact
Detecting Deepfake Talking Heads from Facial Biometric Anomalies
Justin D. Norman, Hany Farid
PDF DOI Webpage
Detecting Deepfake Talking Heads from Facial Biometric Anomalies
The Case for Repeatable, Open, and Expert-Grounded Hallucination Benchmarks in Large Language Models
Justin D. Norman, Alex Hughes, Michael U. Rivera
PDF DOI
The Case for Repeatable, Open, and Expert-Grounded Hallucination Benchmarks in Large Language Models
Digital Governance Challenges for Accurate Veteran Suicide Reporting: A Sociotechnical Analysis
Jeremy Ramirez, Michael U. Rivera, D. Alex Hughes, Justin D. Norman, Kathryne Metcalf, Leah Black, Anya Avendano, Emma Rosas, Gino Galvez, Erlyana Erlyana
Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention
Justin D. Norman, Cedric Deslandes Whitney
DOI
Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention
An Investigation into the Impact of AI-Powered Image Enhancement on Forensic Biometrics
Justin D. Norman, Hany Farid
DOI
An Investigation into the Impact of AI-Powered Image Enhancement on Forensic Biometrics