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06/08/2023
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training
Machine learning models have shown increased accuracy in classification ...
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03/21/2023
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models
The performance of convolutional neural networks has continued to improv...
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08/22/2022
State Of The Art In Open-Set Iris Presentation Attack Detection
Research in presentation attack detection (PAD) for iris recognition has...
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08/22/2022
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces
Face image synthesis has progressed beyond the point at which humans can...
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08/03/2022
Human Saliency-Driven Patch-based Matching for Interpretable Post-mortem Iris Recognition
Forensic iris recognition, as opposed to live iris recognition, is an em...
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12/01/2021
Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition
Iris recognition of living individuals is a mature biometric modality th...
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12/01/2021
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning
Can deep learning models achieve greater generalization if their trainin...
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05/07/2021
Human-Aided Saliency Maps Improve Generalization of Deep Learning
Deep learning has driven remarkable accuracy increases in many computer ...
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09/01/2020
Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition
Launched in 2013, LivDet-Iris is an international competition series ope...
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06/23/2020
Iris Presentation Attack Detection: Where Are We Now?
As the popularity of iris recognition systems increases, the importance ...
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02/20/2020
Deep Learning-Based Feature Extraction in Iris Recognition: Use Existing Models, Fine-tune or Train From Scratch?
Modern deep learning techniques can be employed to generate effective fe...
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02/20/2020