Information-Theoretic Bias Assessment Of Learned Representations Of
Pretrained Face Recognition

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Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition

8 November 2021

Wael AbdAlmageed

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Papers citing "Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition"

14 / 14 papers shown

Title
Mitigating Face Recognition Bias via Group Adaptive Classifier Sixue Gong Xiaoming Liu Anil K. Jain CVBM FaML 56 92 0 13 Jun 2020
Learning Meta Face Recognition in Unseen Domains Jianzhu Guo Xiangyu Zhu Chenxu Zhao Dong Cao Zhen Lei Stan Z. Li CVBM OOD 90 144 0 17 Mar 2020
Learning Unbiased Representations via Mutual Information Backpropagation R. Ragonesi Riccardo Volpi Jacopo Cavazza Vittorio Murino FaML SSL 33 30 0 13 Mar 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 311 5,823 0 03 Dec 2019
Invariant Representations through Adversarial Forgetting Ayush Jaiswal Daniel Moyer Greg Ver Steeg Wael AbdAlmageed Premkumar Natarajan OOD 48 39 0 11 Nov 2019
REPAIR: Removing Representation Bias by Dataset Resampling Yi Li Nuno Vasconcelos FaML 79 287 0 16 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 599 10,590 0 12 Dec 2018
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 Face Recognition: A Survey Mei Wang Weihong Deng NoLa 140 1,233 0 18 Apr 2018
Controllable Invariance through Adversarial Feature Learning Qizhe Xie Zihang Dai Yulun Du Eduard H. Hovy Graham Neubig OOD 94 293 0 31 May 2017
Age Progression/Regression by Conditional Adversarial Autoencoder Zhifei Zhang Yang Song Hairong Qi GAN CVBM 77 1,117 0 27 Feb 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 233 4,330 0 07 Oct 2016
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 247 8,424 0 28 Nov 2014
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 279 2,602 0 28 Mar 2008