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Jointly De-biasing Face Recognition and Demographic Attribute Estimation
19 November 2019
Sixue Gong
Xiaoming Liu
Anil K. Jain
CML
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Papers citing
"Jointly De-biasing Face Recognition and Demographic Attribute Estimation"
16 / 16 papers shown
How to Boost Face Recognition with StyleGAN?
IEEE International Conference on Computer Vision (ICCV), 2022
Artem Sevastopolsky
Yury Malkov
Nikita Durasov
L. Verdoliva
Matthias Nießner
PICV
331
17
0
18 Oct 2022
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups
Sreeraj Ramachandran
A. Rattani
FaML
274
19
0
17 Aug 2022
Analysis of Manual and Automated Skin Tone Assignments for Face Recognition Applications
S. KrishnapriyaK.
Michael C. King
Kevin W. Bowyer
CVBM
237
40
0
29 Apr 2021
Balancing Biases and Preserving Privacy on Balanced Faces in the Wild
IEEE Transactions on Image Processing (TIP), 2021
Joseph P. Robinson
Can Qin
Yann Henon
Samson Timoner
Y. Fu
682
31
0
16 Mar 2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics
IEEE Transactions on Technology and Society (IEEE TTS), 2021
Philipp Terhörst
Jan Niklas Kolf
Marco Huber
Florian Kirchbuchner
Naser Damer
Aythami Morales
Julian Fierrez
Arjan Kuijper
299
147
0
02 Mar 2021
Fairness in Biometrics: a figure of merit to assess biometric verification systems
Tiago de Freitas Pereira
S´ebastien Marcel
401
76
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
162
38
0
21 Sep 2020
Mitigating Face Recognition Bias via Group Adaptive Classifier
Computer Vision and Pattern Recognition (CVPR), 2020
Sixue Gong
Xiaoming Liu
Anil K. Jain
CVBM
FaML
234
108
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
292
97
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
234
70
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
433
45
0
02 Apr 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge
IEEE Transactions on Technology and Society (IEEE TTS), 2020
P. Drozdowski
Christian Rathgeb
A. Dantcheva
N. Damer
C. Busch
FaML
478
234
0
05 Mar 2020
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization
Pattern Recognition Letters (Pattern Recognit. Lett.), 2020
Philipp Terhörst
Jan Niklas Kolf
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
364
65
0
10 Feb 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection
Information Fusion (Inf. Fusion), 2020
Ruben Tolosana
R. Vera-Rodríguez
Julian Fierrez
Aythami Morales
J. Ortega-Garcia
3DPC
CVBM
511
1,036
0
01 Jan 2020
Accuracy comparison across face recognition algorithms: Where are we on measuring race bias?
IEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2019
J. G. Cavazos
P. Phillips
Carlos D. Castillo
Alice J. OrToole
CVBM
346
189
0
16 Dec 2019
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.5K
5,165
0
17 Feb 2017
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