Investigating Bias and Fairness in Facial Expression Recognition

20 July 2020

Papers citing "Investigating Bias and Fairness in Facial Expression Recognition"

23 / 73 papers shown

Title
Estimating Structural Disparities for Face Models Shervin Ardeshir Cristina Segalin Nathan Kallus CVBM 27 5 0 13 Apr 2022
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis Yawen Wu Dewen Zeng Xiaowei Xu Yiyu Shi Jingtong Hu MedIm 29 51 0 04 Mar 2022
Gradient Based Activations for Accurate Bias-Free Learning V. Kurmi Rishabh Sharma Yash Sharma Vinay P. Namboodiri FaML 23 2 0 17 Feb 2022
Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images Peter Washington O. Mutlu A. Kline K. Paskov N. Stockham B. Chrisman Nick Deveaux Mourya Surhabi Nick Haber Dennis Paul Wall 15 11 0 26 Jan 2022
The Effect of Model Compression on Fairness in Facial Expression Recognition Samuil Stoychev Hatice Gunes CVBM 30 19 0 05 Jan 2022
Distill and De-bias: Mitigating Bias in Face Verification using Knowledge Distillation Prithviraj Dhar Joshua Gleason A. Roy Carlos D. Castillo P. Phillips Ramalingam Chellappa CVBM 24 7 0 17 Dec 2021
Latent Space Explanation by Intervention Itai Gat Guy Lorberbom Idan Schwartz Tamir Hazan BDL 33 14 0 09 Dec 2021
Proceedings of the CSCW 2021 Workshop -- Investigating and Mitigating Biases in Crowdsourced Data Danula Hettiachchi Mark Sanderson Jorge Goncalves S. Hosio G. Kazai Matthew Lease M. Schaekermann Emine Yilmaz 6 1 0 29 Nov 2021
Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias Sharat Agarwal Sumanyu Muku Saket Anand Chetan Arora 14 12 0 20 Oct 2021
Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective Luca Scimeca Seong Joon Oh Sanghyuk Chun Michael Poli Sangdoo Yun OOD 394 49 0 06 Oct 2021
Model-Based Approach for Measuring the Fairness in ASR Zhe Liu Irina-Elena Veliche Fuchun Peng 47 22 0 19 Sep 2021
Understanding and Mitigating Annotation Bias in Facial Expression Recognition Yunliang Chen Jungseock Joo CVBM 32 81 0 19 Aug 2021
Masked Face Recognition Challenge: The InsightFace Track Report Jiankang Deng Jia Guo Xiang An Zheng Zhu S. Zafeiriou CVBM 30 87 0 18 Aug 2021
Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation Esther Puyol-Antón B. Ruijsink Stefan K. Piechnik S. Neubauer S. Petersen Reza Razavi A. King 17 76 0 23 Jun 2021
Facial Expression Recognition with Visual Transformers and Attentional Selective Fusion Fuyan Ma Bin Sun Shutao Li ViT 26 180 0 31 Mar 2021
Responsible AI: Gender bias assessment in emotion recognition Artem Domnich G. Anbarjafari 21 48 0 21 Mar 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
Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition Ozgur Kara Nikhil Churamani Hatice Gunes 11 12 0 15 Mar 2021
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition Nikhil Churamani Ozgur Kara Hatice Gunes 32 37 0 15 Mar 2021
Uncovering the Bias in Facial Expressions J. Deuschel Bettina Finzel Ines Rieger CVBM 13 13 0 23 Nov 2020
Spatio-Temporal Analysis of Facial Actions using Lifecycle-Aware Capsule Networks Nikhil Churamani Sinan Kalkan Hatice Gunes 11 2 0 17 Nov 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 135 200 0 05 Mar 2020
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 151 1,280 0 23 Apr 2018