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Benchmarking Algorithmic Bias in Face Recognition: An Experimental
  Approach Using Synthetic Faces and Human Evaluation

Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation

IEEE International Conference on Computer Vision (ICCV), 2023
10 August 2023
Hao Liang
Pietro Perona
Guha Balakrishnan
    CVBM
ArXiv (abs)PDFHTML

Papers citing "Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation"

11 / 11 papers shown
Title
Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent
Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent
Christy Li
Josep Lopez Camunas
Jake Thomas Touchet
Jacob Andreas
Àgata Lapedriza
Antonio Torralba
Tamar Rott Shaham
195
0
0
24 Oct 2025
Latent Feature Alignment: Discovering Biased and Interpretable Subpopulations in Face Recognition Models
Latent Feature Alignment: Discovering Biased and Interpretable Subpopulations in Face Recognition Models
Ignacio Serna
CVBM
175
0
0
17 Oct 2025
Person-Centric Annotations of LAION-400M: Auditing Bias and Its Transfer to Models
Person-Centric Annotations of LAION-400M: Auditing Bias and Its Transfer to Models
Leander Girrbach
Stephan Alaniz
Genevieve Smith
Trevor Darrell
Zeynep Akata
197
1
0
04 Oct 2025
Explaining How Quantization Disparately Skews a Model
Explaining How Quantization Disparately Skews a Model
Abhimanyu Bellam
Jung-Eun Kim
MQ
140
0
0
08 Sep 2025
FastAvatar: Instant 3D Gaussian Splatting for Faces from Single Unconstrained Poses
FastAvatar: Instant 3D Gaussian Splatting for Faces from Single Unconstrained Poses
Hao Liang
Zhixuan Ge
Ashish Tiwari
Soumendu Majee
G.M. Dilshan Godaliyadda
Ashok Veeraraghavan
Guha Balakrishnan
3DGSPICV
289
0
0
25 Aug 2025
Accuracy and Fairness of Facial Recognition Technology in Low-Quality Police Images: An Experiment With Synthetic Faces
Accuracy and Fairness of Facial Recognition Technology in Low-Quality Police Images: An Experiment With Synthetic Faces
Maria Cuellar
Hon Kiu
Arush Mehrotra
234
1
0
20 May 2025
Attention IoU: Examining Biases in CelebA using Attention Maps
Attention IoU: Examining Biases in CelebA using Attention MapsComputer Vision and Pattern Recognition (CVPR), 2025
Aaron Serianni
Tyler Zhu
Olga Russakovsky
V. V. Ramaswamy
289
1
0
25 Mar 2025
A Rapid Test for Accuracy and Bias of Face Recognition Technology
A Rapid Test for Accuracy and Bias of Face Recognition TechnologyIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Manuel Knott
Ignacio Serna
Ethan Mann
Pietro Perona
164
1
0
20 Feb 2025
Social Perception of Faces in a Vision-Language Model
Social Perception of Faces in a Vision-Language ModelConference on Fairness, Accountability and Transparency (FAccT), 2024
C. I. Hausladen
Manuel Knott
Colin F. Camerer
Pietro Perona
CVBMVLM
459
8
0
26 Aug 2024
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
David Geissbühler
Hatef Otroshi-Shahreza
S´ebastien Marcel
DiffM
319
15
0
30 Apr 2024
What's color got to do with it? Face recognition in grayscale
What's color got to do with it? Face recognition in grayscaleIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2023
Aman Bhatta
Domingo Mery
Haiyu Wu
Joyce Annan
Micheal C. King
Kevin W. Bowyer
CVBM
235
4
0
11 Sep 2023
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