Ignacio Serna

35 papers A 1B 5Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A conf
A Rapid Test for Accuracy and Bias of Face Recognition Technology.
WACV
Manuel Knott, Ignacio Serna, Ethan Mann, Pietro Perona
2025 J jnl
A Rapid Test for Accuracy and Bias of Face Recognition Technology.
CoRR
Manuel Knott, Ignacio Serna, Ethan Mann, Pietro Perona
2025 J jnl
Cultural Alien Sampler: Open-ended art generation balancing originality and coherence.
CoRR
Alejandro H. Artiles, Hiromu Yakura, Levin Brinkmann, Mar Canet Sola, Hassan Abu Alhaija, Ignacio Serna, Nasim Rahaman, Bernhard Schölkopf, Iyad Rahwan
2025 J jnl
Latent Feature Alignment: Discovering Biased and Interpretable Subpopulations in Face Recognition Models.
CoRR
Ignacio Serna
2024 J jnl
Alien Recombination: Exploring Concept Blends Beyond Human Cognitive Availability in Visual Art.
CoRR
Alejandro Hernandez, Levin Brinkmann, Ignacio Serna, Nasim Rahaman, Hassan Abu Alhaija, Hiromu Yakura, Mar Canet Sola, Bernhard Schölkopf, Iyad Rahwan
2024 J jnl
Empirical evidence of Large Language Model's influence on human spoken communication.
CoRR
Hiromu Yakura, Ezequiel Lopez-Lopez, Levin Brinkmann, Ignacio Serna, Prateek Gupta, Iyad Rahwan
2024 — —
Understanding bas at multiple levels in computer vision algorithms with a focus on Face Recognition ; Comprendiendo el sesgo a Mmúltiples niveles en algoritmos de visión artificial con aplicación al Reconocimiento Facial.
Ignacio Serna
2023 J jnl
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-Based Recruitment.
SN Comput. Sci.
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia
2023 J jnl
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment.
CoRR
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia
2023 — conf
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs.
ICDAR Workshops (1)
Alejandro Peña, Aythami Morales, Julian Fiérrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
2023 J jnl
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs.
CoRR
Alejandro Peña, Aythami Morales, Julian Fiérrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
2023 J jnl
Measuring Bias in AI Models with Application to Face Biometrics: An Statistical Approach.
CoRR
Daniel DeAlcala, Ignacio Serna, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia
2023 B conf
Measuring Bias in AI Models: An Statistical Approach Introducing N-Sigma.
COMPSAC
Daniel DeAlcala, Ignacio Serna, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia
2023 J jnl
OTB-morph: One-Time Biometrics via Morphing.
CoRR
Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Aythami Morales, Ignacio Serna
2023 J jnl
OTB-morph: One-time Biometrics via Morphing.
Mach. Intell. Res.
Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Aythami Morales, Ignacio Serna
2022 J jnl
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment.
CoRR
Javier Hernandez-Ortega, Julian Fiérrez, Ignacio Serna, Aythami Morales
2022 — conf
IFBiD: Inference-Free Bias Detection.
SafeAI@AAAI
Ignacio Serna, Daniel DeAlcala, Aythami Morales Moreno, Julian Fiérrez, Javier Ortega-Garcia
2022 — conf
OTB-morph: One-Time Biometrics via Morphing applied to Face Templates.
WACV (Workshops)
Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Ignacio Serna, Aythami Morales
2022 J jnl
Sensitive loss: Improving accuracy and fairness of face representations with discrimination-aware deep learning.
Artif. Intell.
Ignacio Serna, Aythami Morales, Julian Fiérrez, Nick Obradovich
2022 J jnl
SetMargin loss applied to deep keystroke biometrics with circle packing interpretation.
Pattern Recognit.
Aythami Morales, Julian Fiérrez, Alejandro Acien, Ruben Tolosana, Ignacio Serna
2021 B conf
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment.
FG
Javier Hernandez-Ortega, Julian Fiérrez, Ignacio Serna, Aythami Morales
2021 B conf
Facial Expressions as a Vulnerability in Face Recognition.
ICIP
Alejandro Peña, Aythami Morales, Ignacio Serna, Julian Fiérrez, Àgata Lapedriza
2021 J jnl
IFBiD: Inference-Free Bias Detection.
CoRR
Ignacio Serna, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia
2021 J jnl
OTB-morph: One-Time Biometrics via Morphing applied to Face Templates.
CoRR
Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Ignacio Serna, Aythami Morales
2021 J jnl
SetMargin Loss applied to Deep Keystroke Biometrics with Circle Packing Interpretation.
CoRR
Aythami Morales, Julian Fiérrez, Alejandro Acien, Ruben Tolosana, Ignacio Serna
2020 — conf
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics.
SafeAI@AAAI
Ignacio Serna, Aythami Morales, Julian Fiérrez, Manuel Cebrián, Nick Obradovich, Iyad Rahwan
2020 — conf
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment.
CVPR Workshops
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
2020 J jnl
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment.
CoRR
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
2020 J jnl
Facial Expressions as a Vulnerability in Face Recognition.
CoRR
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Àgata Lapedriza
2020 B conf
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment.
ICMI
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
2020 J jnl
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment.
CoRR
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
2020 B conf
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics.
ICPR
Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fiérrez
2020 J jnl
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics.
CoRR
Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fiérrez
2020 J jnl
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning.
CoRR
Ignacio Serna, Aythami Morales, Julian Fiérrez, Manuel Cebrián, Nick Obradovich, Iyad Rahwan
2019 J jnl
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics.
CoRR
Ignacio Serna, Aythami Morales, Julian Fiérrez, Manuel Cebrián, Nick Obradovich, Iyad Rahwan