SensitiveLoss: Improving Accuracy and Fairness of Face Representations
with Discrimination-Aware Deep Learning

SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning

22 April 2020

Ignacio Serna

Aythami Morales

Julian Fierrez

Nick Obradovich

Papers citing "SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning"

14 / 14 papers shown

Title
VideoRun2D: Cost-Effective Markerless Motion Capture for Sprint Biomechanics Gonzalo Garrido-López Luis F. Gomez Julian Fierrez Aythami Morales Ruben Tolosana Javier Rueda Enrique Navarro 25 1 0 16 Sep 2024
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 40 1 0 03 Sep 2024
Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation Giuseppe Stragapede R. Vera-Rodríguez Ruben Tolosana Aythami Morales Naser Damer Julian Fierrez J. Ortega-Garcia 22 7 0 10 Nov 2023
Deep Neural Networks in Video Human Action Recognition: A Review Zihan Wang Yang Yang Zhi Liu Y. Zheng 53 4 0 25 May 2023
Racial Bias within Face Recognition: A Survey Seyma Yucer Furkan Tektas Noura Al Moubayed T. Breckon FaML 38 10 0 01 May 2023
Measuring Bias in AI Models: An Statistical Approach Introducing N-Sigma Daniel DeAlcala Ignacio Serna Aythami Morales Julian Fierrez J. Ortega-Garcia 19 6 0 26 Apr 2023
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 25 34 0 13 Feb 2023
edBB-Demo: Biometrics and Behavior Analysis for Online Educational Platforms Roberto Daza Aythami Morales Ruben Tolosana Luis F. Gomez Julian Fierrez J. Ortega-Garcia 20 13 0 16 Nov 2022
Does lossy image compression affect racial bias within face recognition? Seyma Yucer Matt Poyser Noura Al Moubayed T. Breckon CVBM 32 4 0 16 Aug 2022
Anatomizing Bias in Facial Analysis Richa Singh P. Majumdar S. Mittal Mayank Vatsa CVBM 33 23 0 13 Dec 2021
Fairness for Image Generation with Uncertain Sensitive Attributes A. Jalal Sushrut Karmalkar Jessica Hoffmann A. Dimakis Eric Price DiffM 29 39 0 23 Jun 2021
Improving Fairness in Speaker Recognition Gianni Fenu Giacomo Medda Mirko Marras Giacomo Meloni 14 19 0 29 Apr 2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics Philipp Terhörst J. Kolf Marco Huber Florian Kirchbuchner Naser Damer Aythami Morales Julian Fierrez Arjan Kuijper 26 115 0 02 Mar 2021
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 132 200 0 05 Mar 2020