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04/26/2023
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection
Face recognition (FR) systems continue to spread in our daily lives with...
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04/26/2023
Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation
Explainable Face Recognition is gaining growing attention as the use of ...
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03/05/2023
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data
Recently, significant progress has been made in face presentation attack...
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02/03/2023
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders
Investigating new methods of creating face morphing attacks is essential...
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10/19/2022
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition
Face Recognition (FR) is increasingly used in critical verification deci...
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08/16/2022
OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement
Morphing attacks are one of the many threats that are constantly affecti...
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06/21/2022
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data
Recent deep face recognition models proposed in the literature utilized ...
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03/23/2022
On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations
A MasterFace is a face image that can successfully match against a large...
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01/28/2022
Feature Visualization within an Automated Design Assessment leveraging Explainable Artificial Intelligence Methods
Not only automation of manufacturing processes but also automation of au...
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12/10/2021
Mask-invariant Face Recognition through Template-level Knowledge Distillation
The emergence of the global COVID-19 pandemic poses new challenges for b...
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11/26/2021
QMagFace: Simple and Accurate Quality-Aware Face Recognition
Face recognition systems have to deal with large variabilities (such as ...
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10/21/2021
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
An essential factor to achieve high performance in face recognition syst...
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03/02/2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics
Face recognition (FR) systems have a growing effect on critical decision...
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02/21/2020