Aidan Boyd
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(14)
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Keywords
synthetic face detection
(2)
generative adversarial network
(2)
image segmentation
(1)
domain generalization
(1)
medical imaging
(1)
data augmentation
(1)
medical image segmentation
(1)
deep learning
(1)
saliency map
(1)
loss function
(1)
human-ai collaboration
(1)
mixture of expert
(1)
class activation map
(1)
personalized learning
(1)
class activation mapping
(1)
face image synthesis
(1)
iris recognition
(1)
biometric presentation attack detection
(1)
federated learning
(1)
human saliency
(1)
Papers
Personalized Mixture of Experts for Multi-Site Medical Image Segmentation
WACV 2025
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning-Based Synthetic Face Detection
WACV 2023
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces
AAAI 2023
Human-Aided Saliency Maps Improve Generalization of Deep Learning
WACV 2022