One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision

3 February 2021

Papers citing "One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision"

11 / 11 papers shown

Title
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 158 12 0 02 Jun 2024
Ethical Considerations for Responsible Data Curation Jerone T. A. Andrews Dora Zhao William Thong Apostolos Modas Orestis Papakyriakopoulos Alice Xiang 158 22 0 07 Feb 2023
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service" Kornel Lewicki M. S. Lee Jennifer Cobbe Jatinder Singh 88 22 0 02 Feb 2023
Young Labeled Faces in the Wild (YLFW): A Dataset for Children Faces Recognition Iurii Medvedev Farhad Shadmand Nuno Gonçalves CVBM 38 9 0 13 Jan 2023
A Keyword Based Approach to Understanding the Overpenalization of Marginalized Groups by English Marginal Abuse Models on Twitter Kyra Yee Alice Schoenauer Sebag Olivia Redfield Emily Sheng Matthias Eck Luca Belli 53 2 0 07 Oct 2022
Quantifying Societal Bias Amplification in Image Captioning Yusuke Hirota Yuta Nakashima Noa Garcia 76 48 0 29 Mar 2022
Cinderella's shoe won't fit Soundarya: An audit of facial processing tools on Indian faces Gaurav Jain Smriti Parsheera CVBM 18 3 0 17 Dec 2021
Mitigating Dataset Harms Requires Stewardship: Lessons from 1000 Papers Kenny Peng Arunesh Mathur Arvind Narayanan 195 97 0 06 Aug 2021
Understanding and Evaluating Racial Biases in Image Captioning Dora Zhao Angelina Wang Olga Russakovsky 71 138 0 16 Jun 2021
Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Joseph P. Robinson Can Qin Yann Henon Samson Timoner Y. Fu 103 25 0 16 Mar 2021
TED-On: A Total Error Framework for Digital Traces of Human Behavior on Online Platforms Indira Sen Fabian Flöck Katrin Weller Bernd Weiss Claudia Wagner 60 50 0 18 Jul 2019