Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition

20 May 2022

Papers citing "Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition"

9 / 9 papers shown

Title
Biased Heritage: How Datasets Shape Models in Facial Expression Recognition Iris Dominguez-Catena D. Paternain M. Galar Marybeth Defrance Maarten Buyl Tijl De Bie 61 0 0 05 Mar 2025
AffectNet+: A Database for Enhancing Facial Expression Recognition with Soft-Labels A. P. Fard Mohammad Mehdi Hosseini Timothy D. Sweeny Mohammad H. Mahoor 31 1 0 29 Oct 2024
"My Kind of Woman": Analysing Gender Stereotypes in AI through The Averageness Theory and EU Law Miriam Doh and Anastasia Karagianni 37 1 0 27 Jun 2024
Less can be more: representational vs. stereotypical gender bias in facial expression recognition Iris Dominguez-Catena D. Paternain A. Jurio M. Galar 34 4 0 25 Jun 2024
DSAP: Analyzing Bias Through Demographic Comparison of Datasets Iris Dominguez-Catena D. Paternain M. Galar 35 4 0 22 Dec 2023
Ethics in the Age of AI: An Analysis of AI Practitioners' Awareness and Challenges Aastha Pant Rashina Hoda Simone V. Spiegler C. Tantithamthavorn Burak Turhan 24 24 0 14 Jul 2023
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition Iris Dominguez-Catena D. Paternain M. Galar 23 10 0 28 Mar 2023
Gender Stereotyping Impact in Facial Expression Recognition Iris Dominguez-Catena D. Paternain M. Galar 16 6 0 11 Oct 2022
A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay L. Smith 193 1,019 0 26 Mar 2018