Colton R. Crum

According to our database, Colton R. Crum authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Explain to Me: Salience-Based Explainability for Synthetic Face Detection Models.

Colton R. Crum, Patrick Tinsley, Aidan Boyd, Jacob Piland, Christopher Sweet, Timothy Kelley, Kevin W. Bowyer, Adam Czajka

IEEE Trans. Artif. Intell., June, 2024

Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models.

Colton R. Crum, Samuel Webster, Adam Czajka

CoRR, 2024

Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence.

Colton R. Crum, Cary Coglianese

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

MENTOR: Human Perception-Guided Pretraining for Iris Presentation Detection.

Colton R. Crum, Adam Czajka

CoRR, 2023

Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition.

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

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training.

Colton R. Crum, Aidan Boyd, Kevin W. Bowyer, Adam Czajka

Proceedings of the 34th British Machine Vision Conference 2023, 2023