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Ignacio Serna
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InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics
I Serna, A Peña, A Morales, J Fierrez
IAPR Intl. Conf. on Pattern Recognition (ICPR), 2021
442021
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics
I Serna, A Morales, J Fierrez, M Cebrian, N Obradovich, I Rahwan
AAAI Workshop on Artificial Intelligence Safety (SafeAI), 2020
392020
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment
A Pena, I Serna, A Morales, J Fierrez
IEEE/CVF Conf. on Computer Vision and Pattern Recognition Workshops (CVPRw …, 2020
342020
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning
I Serna, A Morales, J Fierrez, N Obradovich
Artificial Intelligence 305, 2022
282022
Facial Expressions as a Vulnerability in Face Recognition
A Peña, I Serna, A Morales, J Fierrez, A Lapedriza
IEEE Intl. Conf. on Image Processing (ICIP), 2021
152021
SetMargin Loss applied to Deep Keystroke Biometrics with Circle Packing Interpretation
A Morales, J Fierrez, A Acien, R Tolosana, I Serna
Pattern Recognition 122, 108283, 2022
102022
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment
A Peña, I Serna, A Morales, J Fierrez
ACM Intl. Conf. on Multimodal Interaction (ICMI), 760-761, 2020
72020
IFBiD: Inference-Free Bias Detection
I Serna, D DeAlcala, A Morales, J Fierrez, J Ortega-Garcia
AAAI Workshop on Artificial Intelligence Safety (SafeAI), 2022
52022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
A Pena, I Serna, A Morales, J Fierrez
52020
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment
J Hernandez-Ortega, J Fierrez, I Serna, A Morales
IEEE Intl. Conf. on Automatic Face and Gesture Recognition (FG), 2021
22021
OTB-morph: One-Time Biometrics via Morphing applied to Face Templates
M Ghafourian, J Fierrez, R Vera-Rodriguez, I Serna, A Morales
EEE/CVF Winter Conf. on Applications of Computer Vision Workshops (WACVw), 2022
12022
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