Exploring Racial Bias within Face Recognition via per-subject
Adversarially-Enabled Data Augmentation

Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation

19 April 2020

Noura Al-Moubayed

Papers citing "Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation"

13 / 13 papers shown

Title
Who's the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration Karina Halevy Karly Hou Charumathi Badrinath 75 0 0 13 Dec 2024
Zero-shot racially balanced dataset generation using an existing biased StyleGAN2 Anubhav Jain Nasir D. Memon Julian Togelius 17 8 0 12 May 2023
Racial Bias within Face Recognition: A Survey Seyma Yucer Furkan Tektas Noura Al Moubayed T. Breckon FaML 38 10 0 01 May 2023
Vertical Federated Learning: A Structured Literature Review Afsana Khan M. T. Thij A. Wilbik FedML 50 10 0 01 Dec 2022
Does lossy image compression affect racial bias within face recognition? Seyma Yucer Matt Poyser Noura Al Moubayed T. Breckon CVBM 34 4 0 16 Aug 2022
Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing Evaluation Angelina Wang V. V. Ramaswamy Olga Russakovsky FaML 26 92 0 10 May 2022
Anatomizing Bias in Facial Analysis Richa Singh P. Majumdar S. Mittal Mayank Vatsa CVBM 33 23 0 13 Dec 2021
Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space Xuyang Shen J. Plested Sabrina Caldwell Tom Gedeon CVBM 114 1 0 23 Aug 2021
Overcoming Difficulty in Obtaining Dark-skinned Subjects for Remote-PPG by Synthetic Augmentation Yunhao Ba Zhen Wang Kerim Doruk Karinca Oyku Deniz Bozkurt A. Kadambi 17 10 0 10 Jun 2021
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 251 488 0 31 Dec 2020
Person Perception Biases Exposed: Revisiting the First Impressions Dataset Julio C. S. Jacques Junior Àgata Lapedriza Cristina Palmero Xavier Baro Sergio Escalera 25 10 0 30 Nov 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,203 0 23 Aug 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 279 10,348 0 12 Dec 2018