Responsible AI: Gender bias assessment in emotion recognition

21 March 2021

Papers citing "Responsible AI: Gender bias assessment in emotion recognition"

20 / 20 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 66 0 0 05 Mar 2025
Testing for Causal Fairness Jiarun Fu LiZhong Ding Pengqi Li Qiuning Wei Yurong Cheng Xu Chen 51 0 0 18 Feb 2025
Gender Bias in Decision-Making with Large Language Models: A Study of Relationship Conflicts Sharon Levy William D. Adler T. Karver Mark Dredze Michelle R. Kaufman 25 1 0 14 Oct 2024
One-Frame Calibration with Siamese Network in Facial Action Unit Recognition Shuangquan Feng V. D. Sa CVBM 37 0 0 30 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
Less can be more: representational vs. stereotypical gender bias in facial expression recognition Iris Dominguez-Catena D. Paternain A. Jurio M. Galar 42 4 0 25 Jun 2024
Uncertainty-based Fairness Measures Selim Kuzucu Jiaee Cheong Hatice Gunes Sinan Kalkan UD PER 37 1 0 18 Dec 2023
Bias and Fairness in Chatbots: An Overview Jintang Xue Yun Cheng Wang Chengwei Wei Xiaofeng Liu Jonghye Woo C.-C. Jay Kuo 36 29 0 16 Sep 2023
"I'm Not Confident in Debiasing AI Systems Since I Know Too Little": Teaching AI Creators About Gender Bias Through Hands-on Tutorials Kyrie Zhixuan Zhou Jiaxun Cao Xiaowen Yuan Daniel E. Weissglass Zachary Kilhoffer M. Sanfilippo Xin Tong FaML 8 5 0 15 Sep 2023
Addressing Racial Bias in Facial Emotion Recognition Alex Fan Xuesu Xiao Peter Washington 21 1 0 09 Aug 2023
Decoding ChatGPT: A Taxonomy of Existing Research, Current Challenges, and Possible Future Directions S. Sohail Faiza Farhat Yassine Himeur Mohammad Nadeem D. Madsen Yashbir Singh Shadi Atalla W. Mansoor 33 115 0 26 Jul 2023
An Evaluation on Large Language Model Outputs: Discourse and Memorization Adrian de Wynter Xun Wang Alex Sokolov Qilong Gu Si-Qing Chen ELM 84 32 0 17 Apr 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
AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path S. Latif Hafiz Shehbaz Ali Muhammad Usama R. Rana Björn Schuller Junaid Qadir 32 15 0 14 Nov 2022
Gender Stereotyping Impact in Facial Expression Recognition Iris Dominguez-Catena D. Paternain M. Galar 26 6 0 11 Oct 2022
Bias Reducing Multitask Learning on Mental Health Prediction Khadija Zanna K. Sridhar Han Yu Akane Sano 8 20 0 07 Aug 2022
Bias and Fairness on Multimodal Emotion Detection Algorithms Matheus Schmitz Rehan Ahmed Jim Cao FaML 49 12 0 11 May 2022
Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic Antonio Camara Nina Taneja Tamjeed Azad Emily Allaway R. Zemel 16 21 0 07 Apr 2022
Assessing Gender Bias in Predictive Algorithms using eXplainable AI C. Manresa-Yee Silvia Ramis FaML 14 11 0 19 Mar 2022
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019