Colton R. Crum

15 papers A 2B 3Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Almost Right: Making First-layer Kernels Nearly Orthogonal Improves Model Generalization.
CoRR
Colton R. Crum, Adam Czajka
2025 A conf
MENTOR: Human Perception-Guided Pretraining for Increased Generalization.
WACV
Colton R. Crum, Adam Czajka
2025 J jnl
Regulating Multifunctionality.
CoRR
Cary Coglianese, Colton R. Crum
2025 J jnl
SAGE: Saliency-Guided Contrastive Embeddings.
CoRR
Colton R. Crum, Christopher R. Sweet, Adam Czajka
2024 J jnl
Explain to Me: Salience-Based Explainability for Synthetic Face Detection Models.
IEEE Trans. Artif. Intell.
Colton R. Crum, Patrick Tinsley, Aidan Boyd, Jacob Piland, Christopher R. Sweet, Timothy Kelley, Kevin W. Bowyer, Adam Czajka
2024 B conf
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models.
IJCB
Colton R. Crum, Samuel Webster, Adam Czajka
2024 J jnl
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models.
CoRR
Colton R. Crum, Samuel Webster, Adam Czajka
2024 B conf
Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence.
IJCNN
Colton R. Crum, Cary Coglianese
2024 J jnl
Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence.
CoRR
Cary Coglianese, Colton R. Crum
2023 J jnl
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models.
CoRR
Colton R. Crum, Patrick Tinsley, Aidan Boyd, Jacob Piland, Christopher R. Sweet, Timothy Kelley, Kevin W. Bowyer, Adam Czajka
2023 B conf
Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition.
IJCB
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
2023 J jnl
Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition.
CoRR
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
2023 J jnl
MENTOR: Human Perception-Guided Pretraining for Iris Presentation Detection.
CoRR
Colton R. Crum, Adam Czajka
2023 A conf
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training.
BMVC
Colton R. Crum, Aidan Boyd, Kevin W. Bowyer, Adam Czajka
2023 J jnl
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training.
CoRR
Colton R. Crum, Aidan Boyd, Kevin W. Bowyer, Adam Czajka