Understanding Unequal Gender Classification Accuracy from Face Images

Understanding Unequal Gender Classification Accuracy from Face Images

30 November 2018

Vidya Muthukumar

Tejaswini Pedapati

Brian Kingsbury

Aleksandra Mojsilović

Kush R. Varshney

Papers citing "Understanding Unequal Gender Classification Accuracy from Face Images"

13 / 13 papers shown

Title
Facial Analysis Systems and Down Syndrome Marco Rondina Fabiana Vinci A. Vetrò Juan Carlos De Martin 91 0 0 10 Feb 2025
Racial Bias within Face Recognition: A Survey Seyma Yucer Furkan Tektas Noura Al Moubayed T. Breckon FaML 38 10 0 01 May 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 39 8 0 10 Nov 2022
Cascaded Debiasing: Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions Bhavya Ghai Mihir A. Mishra Klaus Mueller 29 7 0 08 Feb 2022
Gendered Differences in Face Recognition Accuracy Explained by Hairstyles, Makeup, and Facial Morphology Vítor Albiero Kai Zhang Michael C. King Kevin W. Bowyer CVBM 19 49 0 29 Dec 2021
Reliability and Validity of Image-Based and Self-Reported Skin Phenotype Metrics John J. Howard Yevgeniy B. Sirotin Jerry L. Tipton A. Vemury 33 27 0 18 Jun 2021
Discover the Unknown Biased Attribute of an Image Classifier Zhiheng Li Chenliang Xu 40 50 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 32 25 0 16 Mar 2021
Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs Solon Barocas Anhong Guo Ece Kamar J. Krones Meredith Ringel Morris Jennifer Wortman Vaughan Duncan Wadsworth Hanna M. Wallach 35 74 0 10 Mar 2021
Is Face Recognition Sexist? No, Gendered Hairstyles and Biology Are Vítor Albiero Kevin W. Bowyer CVBM FaML 24 38 0 16 Aug 2020
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method Mozhdeh Rouhsedaghat Yifan Wang Xiou Ge Shuowen Hu Suya You C.-C. Jay Kuo CVBM 24 42 0 18 Jul 2020
Face Recognition: Too Bias, or Not Too Bias? Joseph P. Robinson Gennady Livitz Yann Henon Can Qin Y. Fu Samson Timoner CVBM 36 125 0 16 Feb 2020
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017