Ignacio Serna

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 28

Top Topics

Facial Expressions

Quality Assessment

Personal Authentication

Top Venues

Mach. Intell. Res.

Publications

Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Aythami Morales, Ignacio Serna
OTB-morph: One-time Biometrics via Morphing. Mach. Intell. Res. 20 (6) (2023)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-Based Recruitment. SN Comput. Sci. 4 (5) (2023)
Daniel DeAlcala, Ignacio Serna, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia
Measuring Bias in AI Models with Application to Face Biometrics: An Statistical Approach. CoRR (2023)
Daniel DeAlcala, Ignacio Serna, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia
Measuring Bias in AI Models: An Statistical Approach Introducing N-Sigma. COMPSAC (2023)
Alejandro Peña, Aythami Morales, Julian Fiérrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs. CoRR (2023)
Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Aythami Morales, Ignacio Serna
OTB-morph: One-Time Biometrics via Morphing. CoRR (2023)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment. CoRR (2023)
Alejandro Peña, Aythami Morales, Julian Fiérrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs. ICDAR Workshops (1) (2023)
Aythami Morales, Julian Fiérrez, Alejandro Acien, Rubén Tolosana, Ignacio Serna
SetMargin loss applied to deep keystroke biometrics with circle packing interpretation. Pattern Recognit. 122 (2022)
Javier Hernandez-Ortega, Julian Fiérrez, Ignacio Serna, Aythami Morales
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment. CoRR (2022)
Ignacio Serna, Daniel DeAlcala, Aythami Morales Moreno, Julian Fiérrez, Javier Ortega-Garcia
IFBiD: Inference-Free Bias Detection. SafeAI@AAAI (2022)
Ignacio Serna, Aythami Morales, Julian Fiérrez, Nick Obradovich
Sensitive loss: Improving accuracy and fairness of face representations with discrimination-aware deep learning. Artif. Intell. 305 (2022)
Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Ignacio Serna, Aythami Morales
OTB-morph: One-Time Biometrics via Morphing applied to Face Templates. WACV (Workshops) (2022)
A. Peña, A. Morales, Ignacio Serna, Julian Fiérrez, Àgata Lapedriza
Facial Expressions as a Vulnerability in Face Recognition. ICIP (2021)
Ignacio Serna, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia
IFBiD: Inference-Free Bias Detection. CoRR (2021)
Javier Hernandez-Ortega, Julian Fiérrez, Ignacio Serna, Aythami Morales
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment. FG (2021)
Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Ignacio Serna, Aythami Morales
OTB-morph: One-Time Biometrics via Morphing applied to Face Templates. CoRR (2021)
Aythami Morales, Julian Fiérrez, Alejandro Acien, Rubén Tolosana, Ignacio Serna
SetMargin Loss applied to Deep Keystroke Biometrics with Circle Packing Interpretation. CoRR (2021)
Ignacio Serna, Aythami Morales, Julian Fiérrez, Manuel Cebrián, Nick Obradovich, Iyad Rahwan
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning. CoRR (2020)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment. CVPR Workshops (2020)
Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fiérrez
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics. CoRR (2020)
Ignacio Serna, Aythami Morales, Julian Fiérrez, Manuel Cebrián, Nick Obradovich, Iyad Rahwan
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics. SafeAI@AAAI (2020)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment. CoRR (2020)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Àgata Lapedriza
Facial Expressions as a Vulnerability in Face Recognition. CoRR (2020)
Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fiérrez
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics. ICPR (2020)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment. CoRR (2020)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment. ICMI (2020)
Ignacio Serna, Aythami Morales, Julian Fiérrez, Manuel Cebrián, Nick Obradovich, Iyad Rahwan
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics. CoRR (2019)