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

10 August 2023

Guha Balakrishnan

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

10 / 10 papers shown

Title
Attention IoU: Examining Biases in CelebA using Attention Maps Aaron Serianni Tyler Zhu Olga Russakovsky V. V. Ramaswamy 45 0 0 25 Mar 2025
A Rapid Test for Accuracy and Bias of Face Recognition Technology Manuel Knott Ignacio Serna Ethan Mann Pietro Perona 44 0 0 20 Feb 2025
Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators Nikita Kister István Sárándi Anna Khoreva Gerard Pons-Moll 51 0 0 28 Aug 2024
Social perception of faces in a vision-language model C. I. Hausladen Manuel Knott Colin F. Camerer Pietro Perona CVBM VLM 45 2 0 26 Aug 2024
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Naresh Boddeti 40 4 0 05 Aug 2024
Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models Adhithya Saravanan Rafal Kocielnik Roy Jiang P. Han A. Anandkumar 29 7 0 05 Dec 2023
GELDA: A generative language annotation framework to reveal visual biases in datasets Krish Kabra Kathleen M. Lewis Guha Balakrishnan VLM 18 1 0 29 Nov 2023
What's color got to do with it? Face recognition in grayscale Aman Bhatta Domingo Mery Haiyu Wu Joyce Annan Micheal C. King Kevin W. Bowyer CVBM 43 3 0 11 Sep 2023
What Should Be Balanced in a "Balanced" Face Recognition Dataset? Haiyu Wu Kevin W. Bowyer CVBM 27 11 0 17 Apr 2023
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 294 10,354 0 12 Dec 2018