Jointly De-biasing Face Recognition and Demographic Attribute Estimation

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Jointly De-biasing Face Recognition and Demographic Attribute Estimation

19 November 2019

Xiaoming Liu

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Papers citing "Jointly De-biasing Face Recognition and Demographic Attribute Estimation"

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Title
How to Boost Face Recognition with StyleGAN? Artem Sevastopolsky Yury Malkov Nikita Durasov L. Verdoliva Matthias Nießner PICV 88 14 0 18 Oct 2022
Analysis of Manual and Automated Skin Tone Assignments for Face Recognition Applications S. KrishnapriyaK. Michael C. King Kevin W. Bowyer CVBM 76 29 0 29 Apr 2021
Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Joseph P. Robinson Can Qin Yann Henon Samson Timoner Y. Fu 103 25 0 16 Mar 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
Fairness in Biometrics: a figure of merit to assess biometric verification systems Tiago de Freitas Pereira S´ebastien Marcel 139 66 0 04 Nov 2020
Beyond Identity: What Information Is Stored in Biometric Face Templates? Philipp Terhörst Daniel Fahrmann Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 49 32 0 21 Sep 2020
Mitigating Face Recognition Bias via Group Adaptive Classifier Sixue Gong Xiaoming Liu Anil K. Jain CVBM FaML 76 92 0 13 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 80 0 22 Apr 2020
Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation Seyma Yucer S. Akçay Noura Al-Moubayed T. Breckon 67 63 0 19 Apr 2020
Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition Philipp Terhörst Jan Niklas Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper CML CVBM 133 40 0 02 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
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
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 120 801 0 01 Jan 2020
Accuracy comparison across face recognition algorithms: Where are we on measuring race bias? J. G. Cavazos P. Phillips Carlos D. Castillo Alice J. OrToole CVBM 83 168 0 16 Dec 2019
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 309 4,692 0 17 Feb 2017