Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization

10 February 2020

Naser Damer

Papers citing "Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization"

20 / 20 papers shown

Title
Beyond Identity: What Information Is Stored in Biometric Face Templates? Philipp Terhörst Daniel Fahrmann Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 33 32 0 21 Sep 2020
Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition Philipp Terhörst Jan Niklas Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper CML CVBM 97 40 0 02 Apr 2020
Demographic Bias in Presentation Attack Detection of Iris Recognition Systems Meiling Fang Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 49 36 0 06 Mar 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 165 206 0 05 Mar 2020
Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning Mei Wang Weihong Deng CVBM 92 232 0 25 Nov 2019
Jointly De-biasing Face Recognition and Demographic Attribute Estimation Sixue Gong Xiaoming Liu Anil K. Jain CML 67 27 0 19 Nov 2019
Additive Adversarial Learning for Unbiased Authentication Jian Liang Yuren Cao Chenbin Zhang Shiyu Chang Kun Bai Zenglin Xu 85 24 0 16 May 2019
SensitiveNets: Learning Agnostic Representations with Application to Face Images Aythami Morales Julian Fierrez R. Vera-Rodríguez Ruben Tolosana CVBM 47 40 0 01 Feb 2019
Racial Faces in-the-Wild: Reducing Racial Bias by Information Maximization Adaptation Network Mei Wang Weihong Deng Jiani Hu Xunqiang Tao Yaohai Huang 68 27 0 01 Dec 2018
Tuning Fairness by Balancing Target Labels T. Kehrenberg Zexun Chen Novi Quadrianto 50 4 0 12 Oct 2018
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings Mohsan S. Alvi Andrew Zisserman C. Nellåker FaML 117 248 0 06 Sep 2018
Gender Privacy: An Ensemble of Semi Adversarial Networks for Confounding Arbitrary Gender Classifiers Vahid Mirjalili S. Raschka Arun Ross PICV 53 47 0 31 Jul 2018
Gradient Reversal Against Discrimination Edward Raff Jared Sylvester 40 38 0 01 Jul 2018
Right for the Right Reason: Training Agnostic Networks Sen Jia Thomas Lansdall-Welfare N. Cristianini FaML 40 26 0 16 Jun 2018
Deep Imbalanced Learning for Face Recognition and Attribute Prediction Chen Huang Yining Li Chen Change Loy Xiaoou Tang CVBM 63 311 0 01 Jun 2018
Semi-Adversarial Networks: Convolutional Autoencoders for Imparting Privacy to Face Images Vahid Mirjalili S. Raschka A. Namboodiri Arun Ross PICV CVBM 64 107 0 01 Dec 2017
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 163 1,961 0 27 Jul 2016
European Union regulations on algorithmic decision-making and a "right to explanation" B. Goodman Seth Flaxman FaML AILaw 63 1,900 0 28 Jun 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 173 4,962 0 11 Apr 2016
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 370 13,145 0 12 Mar 2015