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SensitiveNets: Learning Agnostic Representations with Application to Face Images

1 February 2019

Aythami Morales

Julian Fierrez

R. Vera-Rodríguez

Ruben Tolosana

CVBM

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Papers citing "SensitiveNets: Learning Agnostic Representations with Application to Face Images"

24 / 24 papers shown

Title
Addressing Bias in LLMs: Strategies and Application to Fair AI-based Recruitment Alejandro Peña Julian Fierrez Aythami Morales Gonzalo Mancera Miguel Lopez Ruben Tolosana 20 0 0 13 Jun 2025
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics Imanol Solano Alejandro Peña Aythami Morales Julian Fierrez Ruben Tolosana F. Zamora-Martínez Javier San Agustin 87 2 0 03 Sep 2024
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez Alfonso Ortega Ainhoa Herrarte Manuel Alcántara J. Ortega-Garcia FaML 100 38 0 13 Feb 2023
Handwriting Biometrics: Applications and Future Trends in e-Security and e-Health Marcos Faúndez-Zanuy Julian Fierrez Miguel A. Ferrer Moisés Díaz Ruben Tolosana R. Plamondon 81 106 0 24 Feb 2022
Investigating Fairness of Ocular Biometrics Among Young, Middle-Aged, and Older Adults Anoop Krishnan Ali Almadan A. Rattani CVBM 62 5 0 04 Oct 2021
IFBiD: Inference-Free Bias Detection Ignacio Serna Daniel DeAlcala Aythami Morales Julian Fierrez J. Ortega-Garcia CVBM 109 11 0 09 Sep 2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics Philipp Terhörst Jan Niklas Kolf Marco Huber Florian Kirchbuchner Naser Damer Aythami Morales Julian Fierrez Arjan Kuijper 93 119 0 02 Mar 2021
About Face: A Survey of Facial Recognition Evaluation Inioluwa Deborah Raji G. Fried CVBM 89 54 0 01 Feb 2021
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment Alfonso Ortega Julian Fierrez Aythami Morales Zilong Wang Tony Ribeiro 131 13 0 01 Dec 2020
Facial Expressions as a Vulnerability in Face Recognition Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez Àgata Lapedriza CVBM 83 19 0 17 Nov 2020
Investigating Bias and Fairness in Facial Expression Recognition Tian Xu J. White Sinan Kalkan Hatice Gunes CVBM 132 168 0 20 Jul 2020
Biometric Quality: Review and Application to Face Recognition with FaceQnet J. Hernandez-Ortega Javier Galbally Julian Fierrez Laurent Beslay CVBM 73 60 0 05 Jun 2020
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning Ignacio Serna Aythami Morales Julian Fierrez Manuel Cebrian Nick Obradovich Iyad Rahwan FaML CVBM 70 79 0 22 Apr 2020
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez 72 58 0 15 Apr 2020
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics Ignacio Serna Alejandro Peña Aythami Morales Julian Fierrez CVBM 101 62 0 14 Apr 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 198 206 0 05 Mar 2020
Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition Philipp Terhörst Marco Huber Naser Damer Florian Kirchbuchner Arjan Kuijper PICV 66 18 0 21 Feb 2020
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization Philipp Terhörst Jan Niklas Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper 147 58 0 10 Feb 2020
PrivacyNet: Semi-Adversarial Networks for Multi-attribute Face Privacy Vahid Mirjalili S. Raschka Arun Ross PICV CVBM 91 104 0 02 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 120 800 0 01 Jan 2020
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics Ignacio Serna Aythami Morales Julian Fierrez Manuel Cebrian Nick Obradovich Iyad Rahwan FaML OOD CVBM 68 42 0 04 Dec 2019
Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning Mei Wang Weihong Deng CVBM 102 235 0 25 Nov 2019
FlowSAN: Privacy-enhancing Semi-Adversarial Networks to Confound Arbitrary Face-based Gender Classifiers Vahid Mirjalili S. Raschka Arun Ross PICV CVBM 63 47 0 03 May 2019
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 158 1,242 0 18 Apr 2018