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2002.00065
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Analysis of Gender Inequality In Face Recognition Accuracy
31 January 2020
Vítor Albiero
S. KrishnapriyaK.
Kushal Vangara
Kai Zhang
Michael C. King
Kevin W. Bowyer
CVBM
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Papers citing
"Analysis of Gender Inequality In Face Recognition Accuracy"
48 / 48 papers shown
Reliable and Reproducible Demographic Inference for Fairness in Face Analysis
Alexandre Fournier-Montgieux
Hervé Le Borgne
Adrian Daniel Popescu
B. Luvison
129
0
0
23 Oct 2025
Vec2Face+ for Face Dataset Generation
Haiyu Wu
Jaskirat Singh
Sicong Tian
Liang Zheng
Kevin W. Bowyer
268
0
0
23 Jul 2025
A Rapid Test for Accuracy and Bias of Face Recognition Technology
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Manuel Knott
Ignacio Serna
Ethan Mann
Pietro Perona
213
1
0
20 Feb 2025
FineFACE: Fair Facial Attribute Classification Leveraging Fine-grained Features
International Conference on Pattern Recognition (ICPR), 2024
A. Manzoor
A. Rattani
CVBM
268
2
0
29 Aug 2024
Score Normalization for Demographic Fairness in Face Recognition
Linghu Yu
Tiago de Freitas Pereira
Christophe Ecabert
Sébastien Marcel
Manuel Günther
272
1
0
19 Jul 2024
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification
Sreeraj Ramachandran
A. Rattani
263
1
0
14 Jul 2024
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark
Li Lin
Santosh
Xin Eric Wang
Shu Hu
Shu Hu
EGVM
790
35
0
02 Jun 2024
Testing the Performance of Face Recognition for People with Down Syndrome
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2024
Christian Rathgeb
M. Ibsen
Denise Hartmann
Simon Hradetzky
Berglind Ólafsdóttir
172
3
0
18 May 2024
GELDA: A generative language annotation framework to reveal visual biases in datasets
Krish Kabra
Kathleen M. Lewis
Guha Balakrishnan
VLM
234
1
0
29 Nov 2023
Impact of Blur and Resolution on Demographic Disparities in 1-to-Many Facial Identification
Aman Bhatta
Gabriella Pangelinan
Micheal C. King
Kevin W. Bowyer
CVBM
368
12
0
08 Sep 2023
(Un)fair Exposure in Deep Face Rankings at a Distance
Andrea Atzori
Gianni Fenu
Mirko Marras
CVBM
263
1
0
22 Aug 2023
Multi-Focus Image Fusion Based on Spatial Frequency(SF) and Consistency Verification(CV) in DCT Domain
S. KrishnenduK.
194
0
0
18 May 2023
Analysis of Recent Trends in Face Recognition Systems
S. KrishnenduK.
CVBM
196
2
0
23 Apr 2023
What Should Be Balanced in a "Balanced" Face Recognition Dataset?
British Machine Vision Conference (BMVC), 2023
Haiyu Wu
Kevin W. Bowyer
CVBM
239
17
0
17 Apr 2023
Exploring Causes of Demographic Variations In Face Recognition Accuracy
Gabriella Pangelinan
K. Krishnapriya
Vítor Albiero
Grace Bezold
Kai Zhang
Kushal Vangara
Michael C. King
Kevin W. Bowyer
CVBM
181
9
0
14 Apr 2023
The Casual Conversations v2 Dataset
Bilal Porgali
Vítor Albiero
Jordan Ryda
Cristian Canton Ferrer
C. Hazirbas
169
3
0
08 Mar 2023
Linking convolutional kernel size to generalization bias in face analysis CNNs
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Hao Liang
J. O. Caro
Vikram Maheshri
Ankit B. Patel
Guha Balakrishnan
CVBM
CML
371
1
0
07 Feb 2023
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness
C. Hazirbas
Yejin Bang
Tiezheng Yu
Parisa Assar
Bilal Porgali
...
Jacqueline Pan
Emily McReynolds
Miranda Bogen
Pascale Fung
Cristian Canton Ferrer
248
8
0
10 Nov 2022
Is Facial Recognition Biased at Near-Infrared Spectrum As Well?
IEEE International Conference on Technologies for Homeland Security (HST), 2022
Anoop Krishnan
B. Neas
A. Rattani
CVBM
267
3
0
31 Oct 2022
The More Secure, The Less Equally Usable: Gender and Ethnicity (Un)fairness of Deep Face Recognition along Security Thresholds
Andrea Atzori
Gianni Fenu
Mirko Marras
CVBM
216
5
0
30 Sep 2022
Fairness in Face Presentation Attack Detection
Pattern Recognition (Pattern Recogn.), 2022
Meiling Fang
Wufei Yang
Arjan Kuijper
Vitomir Štruc
Naser Damer
CVBM
286
27
0
19 Sep 2022
Explaining Bias in Deep Face Recognition via Image Characteristics
Andrea Atzori
Gianni Fenu
Mirko Marras
FaML
CVBM
225
15
0
23 Aug 2022
Discover and Mitigate Unknown Biases with Debiasing Alternate Networks
European Conference on Computer Vision (ECCV), 2022
Zhiheng Li
A. Hoogs
Chenliang Xu
274
72
0
20 Jul 2022
The Gender Gap in Face Recognition Accuracy Is a Hairy Problem
Aman Bhatta
Vítor Albiero
Kevin W. Bowyer
Michael C. King
CVBM
151
27
0
10 Jun 2022
VisCUIT: Visual Auditor for Bias in CNN Image Classifier
Computer Vision and Pattern Recognition (CVPR), 2022
Seongmin Lee
Zijie J. Wang
Judy Hoffman
Duen Horng Chau
260
11
0
12 Apr 2022
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks
Neural Information Processing Systems (NeurIPS), 2022
Michael Lohaus
Matthäus Kleindessner
K. Kenthapadi
Francesco Locatello
Chris Russell
263
14
0
09 Apr 2022
A Deep Dive into Dataset Imbalance and Bias in Face Identification
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022
Valeriia Cherepanova
Steven Reich
Samuel Dooley
Hossein Souri
Micah Goldblum
Tom Goldstein
211
21
0
15 Mar 2022
Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers
Computer Vision and Pattern Recognition (CVPR), 2022
Dominik Zietlow
Michael Lohaus
Guha Balakrishnan
Matthäus Kleindessner
Francesco Locatello
Bernhard Schölkopf
Chris Russell
FaML
310
87
0
09 Mar 2022
Gendered Differences in Face Recognition Accuracy Explained by Hairstyles, Makeup, and Facial Morphology
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2021
Vítor Albiero
Kai Zhang
Michael C. King
Kevin W. Bowyer
CVBM
177
62
0
29 Dec 2021
Distill and De-bias: Mitigating Bias in Face Verification using Knowledge Distillation
Prithviraj Dhar
Joshua Gleason
A. Roy
Carlos D. Castillo
P. Phillips
Ramalingam Chellappa
CVBM
297
8
0
17 Dec 2021
Anatomizing Bias in Facial Analysis
Richa Singh
P. Majumdar
S. Mittal
Mayank Vatsa
CVBM
206
28
0
13 Dec 2021
Rethinking Common Assumptions to Mitigate Racial Bias in Face Recognition Datasets
M. Gwilliam
Srinidhi Hegde
Lade Tinubu
Alex Hanson
300
38
1
07 Sep 2021
PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition
IEEE International Conference on Computer Vision (ICCV), 2021
Prithviraj Dhar
Joshua Gleason
A. Roy
Carlos D. Castillo
Rama Chellappa
CVBM
293
50
0
09 Aug 2021
AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Hamza Elhamdadi
Shaun J. Canavan
Paul Rosen
CVBM
216
16
0
19 Jul 2021
Demographic Fairness in Face Identification: The Watchlist Imbalance Effect
P. Drozdowski
Christian Rathgeb
Christoph Busch
CVBM
323
1
0
15 Jun 2021
Does Face Recognition Error Echo Gender Classification Error?
Y. Qiu
Vítor Albiero
Michael C. King
Kevin W. Bowyer
CVBM
FaML
131
6
0
28 Apr 2021
Towards Fair Federated Learning with Zero-Shot Data Augmentation
Weituo Hao
Mostafa El-Khamy
Jungwon Lee
Jianyi Zhang
Kevin J. Liang
Changyou Chen
Lawrence Carin
FedML
180
116
0
27 Apr 2021
Towards Measuring Fairness in AI: the Casual Conversations Dataset
IEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2021
C. Hazirbas
Joanna Bitton
Brian Dolhansky
Jacqueline Pan
Albert Gordo
Cristian Canton Ferrer
EGVM
345
119
0
06 Apr 2021
Going Deeper Into Face Detection: A Survey
Shervin Minaee
Ping Luo
Zhe Lin
Kevin W. Bowyer
CVBM
299
79
0
27 Mar 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
673
31
0
16 Mar 2021
FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition
Tomás Sixta
Julio C. S. Jacques Junior
Pau Buch-Cardona
Neil M. Robertson
E. Vazquez
Sergio Escalera
CVBM
330
37
0
16 Sep 2020
Is Face Recognition Sexist? No, Gendered Hairstyles and Biology Are
Vítor Albiero
Kevin W. Bowyer
CVBM
FaML
202
38
0
16 Aug 2020
Towards causal benchmarking of bias in face analysis algorithms
European Conference on Computer Vision (ECCV), 2020
Guha Balakrishnan
Yuanjun Xiong
Wei Xia
Pietro Perona
CVBM
442
100
0
13 Jul 2020
Iris Presentation Attack Detection: Where Are We Now?
Pattern Recognition Letters (Pattern Recognit. Lett.), 2020
Aidan Boyd
Zhaoyuan Fang
A. Czajka
Kevin W. Bowyer
AAML
288
30
0
23 Jun 2020
Towards Gender-Neutral Face Descriptors for Mitigating Bias in Face Recognition
Prithviraj Dhar
Joshua Gleason
Hossein Souri
Carlos D. Castillo
Rama Chellappa
FaML
CVBM
297
12
0
14 Jun 2020
A Method for Curation of Web-Scraped Face Image Datasets
International Workshop on Biometrics and Forensics (IWBF), 2020
Kai Zhang
Vítor Albiero
Kevin W. Bowyer
CVBM
179
5
0
07 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
472
234
0
05 Mar 2020
How Does Gender Balance In Training Data Affect Face Recognition Accuracy?
Vítor Albiero
Kai Zhang
Kevin W. Bowyer
CVBM
FaML
214
70
0
07 Feb 2020
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