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Colton R. Crum
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Iris Liveness Detection Competition (LivDet-Iris)–The 2023 Edition
P Tinsley, S Purnapatra, M Mitcheff, A Boyd, C Crum, K Bowyer, P Flynn, ...
2023 IEEE International Joint Conference on Biometrics (IJCB), 1-10, 2023
82023
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training
CR Crum, A Boyd, K Bowyer, A Czajka
The British Machine Vision Conference (BMVC), 2023
52023
Explain to me: Salience-based explainability for synthetic face detection models
CR Crum, P Tinsley, A Boyd, J Piland, C Sweet, T Kelley, K Bowyer, ...
IEEE Transactions on Artificial Intelligence, 2023
42023
Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence
CR Crum, C Coglianese
2024 International Joint Conference on Neural Networks (IJCNN), 1-9, 2024
1*2024
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models
CR Crum, S Webster, A Czajka
arXiv preprint arXiv:2405.00650, 2024
2024
MENTOR: Human Perception-Guided Pretraining for Increased Generalization
CR Crum, A Czajka
arXiv preprint arXiv:2310.19545, 2023
2023
Generating Adversarial Samples in Mini-Batches May Be Detrimental To Adversarial Robustness
T Redgrave, C Crum
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
2023
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