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Ignacio Serna
Ignacio Serna
Otros nombresIgnacio de la Serna
Center for Humans & Machines, Max Planck Institute for Human Development
Dirección de correo verificada de mpib-berlin.mpg.de - Página principal
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Año
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
822021
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
802022
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
742020
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
502020
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment
A Peña, I Serna, A Morales, J Fierrez, A Ortega, A Herrarte, M Alcantara, ...
SN Computer Science, 2023
302023
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
272021
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs
A Peña, A Morales, J Fierrez, I Serna, J Ortega-Garcia, I Puente, ...
IAPR Intl. Conf. on Document Analysis and Recognition (ICDAR), 2023
232023
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
232022
IFBiD: Inference-Free Bias Detection
I Serna, D DeAlcala, A Morales, J Fierrez, J Ortega-Garcia
AAAI Workshop on Artificial Intelligence Safety (SafeAI), 2022
132022
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
122020
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
112021
Measuring bias in AI models: An statistical approach introducing N-Sigma
D DeAlcala, I Serna, A Morales, J Fierrez, J Ortega-Garcia
IEEE Conf. on Computers, Software, and Applications (COMPSAC), 1167-1172, 2023
92023
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
72022
OTB-morph: One-Time Biometrics via Morphing
M Ghafourian, J Fierrez, R Vera-Rodriguez, A Morales, I Serna
Machine Intelligence Research, 2023
32023
Empirical evidence of Large Language Model's influence on human spoken communication
H Yakura, E Lopez-Lopez, L Brinkmann, I Serna, P Gupta, I Rahwan
arXiv preprint arXiv:2409.01754, 2024
12024
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