Mitigating Bias in Facial Analysis Systems by Incorporating Label
Diversity

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Mitigating Bias in Facial Analysis Systems by Incorporating Label Diversity

13 April 2022

Victor Araujo

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Papers citing "Mitigating Bias in Facial Analysis Systems by Incorporating Label Diversity"

16 / 16 papers shown

Title
Understanding and Mitigating Annotation Bias in Facial Expression Recognition Yunliang Chen Jungseock Joo CVBM 71 85 0 19 Aug 2021
Fair Attribute Classification through Latent Space De-biasing V. V. Ramaswamy Sunnie S. Y. Kim Olga Russakovsky 60 164 0 02 Dec 2020
Fairness in Machine Learning: A Survey Simon Caton C. Haas FaML 102 646 0 04 Oct 2020
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals Saloni Dash V. Balasubramanian Amit Sharma CML 63 70 0 17 Sep 2020
Investigating Bias and Fairness in Facial Expression Recognition Tian Xu J. White Sinan Kalkan Hatice Gunes CVBM 98 167 0 20 Jul 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 171 206 0 05 Mar 2020
Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias Emily L. Denton B. Hutchinson Margaret Mitchell Timnit Gebru Andrew Zaldivar CVBM 61 129 0 14 Jun 2019
Understanding Beauty via Deep Facial Features Xudong Liu Tao Li Hao Peng I. Ouyang Taehwan Kim Ruizhe Wang CVBM 47 27 0 30 Jan 2019
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings Mohsan S. Alvi Andrew Zisserman C. Nellåker FaML 123 248 0 06 Sep 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 195 1,300 0 23 Apr 2018
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 151 3,557 0 24 Nov 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 236 4,337 0 07 Oct 2016
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 122 1,776 0 19 Sep 2016
Learning Social Relation Traits from Face Images Zhanpeng Zhang Ping Luo Chen Change Loy Xiaoou Tang CVBM 65 162 0 14 Sep 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 247 8,429 0 28 Nov 2014
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 314 7,317 0 20 Dec 2013