Colton R. Crum

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Attack Detection

Human Perception

Personal Identification

Top Venues

IEEE Trans. Artif. Intell.

Publications

Colton R. Crum, Samuel Webster, Adam Czajka
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models. CoRR (2024)
Colton R. Crum, Patrick Tinsley, Aidan Boyd, Jacob Piland, Christopher Sweet, Timothy Kelley, Kevin W. Bowyer, Adam Czajka
Explain to Me: Salience-Based Explainability for Synthetic Face Detection Models. IEEE Trans. Artif. Intell. 5 (6) (2024)
Cary Coglianese, Colton R. Crum
Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence. CoRR (2024)
Colton R. Crum, Aidan Boyd, Kevin Bowyer, Adam Czajka
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training. CoRR (2023)
Patrick Tinsley, Sandip Purnapatra, Mahsa Mitcheff, Aidan Boyd, Colton R. Crum, Kevin W. Bowyer, Patrick J. Flynn, Stephanie Schuckers, Adam Czajka, Meiling Fang, Naser Damer, Xingyu Liu, Caiyong Wang, Xianyun Sun, Zhaohua Chang, Xinyue Li, Guangzhe Zhao, Juan E. Tapia, Christoph Busch, Carlos M. Aravena, Daniel Schulz
Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition. CoRR (2023)
Colton R. Crum, Adam Czajka
MENTOR: Human Perception-Guided Pretraining for Iris Presentation Detection. CoRR (2023)
Patrick Tinsley, Sandip Purnapatra, Mahsa Mitcheff, Aidan Boyd, Colton R. Crum, Kevin W. Bowyer, Patrick J. Flynn, Stephanie Schuckers, Adam Czajka, Meiling Fang, Naser Damer, Xingyu Liu, Caiyong Wang, Xianyun Sun, Zhaohua Chang, Xinyue Li, Guangzhe Zhao, Juan E. Tapia, Christoph Busch, Carlos M. Aravena, Daniel Schulz
Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition. IJCB (2023)
Colton R. Crum, Aidan Boyd, Kevin W. Bowyer, Adam Czajka
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training. BMVC (2023)