Bias and Diversity in Synthetic-based Face Recognition

7 November 2023

Naser Damer

Papers citing "Bias and Diversity in Synthetic-based Face Recognition"

29 / 29 papers shown

Title
FLUXSynID: A Framework for Identity-Controlled Synthetic Face Generation with Document and Live Images Raul Ismayilov Dzemila Sero Luuk Spreeuwers 102 0 0 12 May 2025
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Fadi Boutros J. H. Grebe Arjan Kuijper Naser Damer 43 63 0 09 Aug 2023
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 60 18 0 11 Jul 2023
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection Marco Huber Meiling Fang Fadi Boutros Naser Damer FaML CVBM 54 9 0 26 Apr 2023
GlassesGAN: Eyewear Personalization using Synthetic Appearance Discovery and Targeted Subspace Modeling Richard Plesh Peter Peer Vitomir Štruc 35 5 0 24 Oct 2022
GANzilla: User-Driven Direction Discovery in Generative Adversarial Networks Noyan Evirgen Xiang Ánthony' Chen 31 21 0 17 Jul 2022
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization Fadi Boutros Naser Damer Arjan Kuijper CVBM MQ 42 37 0 21 Jun 2022
Meta Balanced Network for Fair Face Recognition Mei Wang Yaobin Zhang Weihong Deng CVBM 58 78 0 13 May 2022
AdaFace: Quality Adaptive Margin for Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu CVBM 114 406 0 03 Apr 2022
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors Naser Damer César Augusto Fontanillo López Meiling Fang Noémie Spiller Minh Pham Fadi Boutros 66 49 0 13 Mar 2022
ElasticFace: Elastic Margin Loss for Deep Face Recognition Fadi Boutros Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 74 222 0 20 Sep 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 74 129 0 18 Aug 2021
Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Joseph P. Robinson Can Qin Yann Henon Samson Timoner Y. Fu 54 25 0 16 Mar 2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics Philipp Terhörst Jan Niklas Kolf Marco Huber Florian Kirchbuchner Naser Damer Aythami Morales Julian Fierrez Arjan Kuijper 75 119 0 02 Mar 2021
Is Face Recognition Sexist? No, Gendered Hairstyles and Biology Are Vítor Albiero Kevin W. Bowyer CVBM FaML 62 38 0 16 Aug 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 154 1,885 0 11 Jun 2020
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning Yu Deng Jiaolong Yang Dong Chen Fang Wen Xin Tong CoGe CVBM 56 346 0 24 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
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization Philipp Terhörst Jan Niklas Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper 129 58 0 10 Feb 2020
How Does Gender Balance In Training Data Affect Face Recognition Accuracy? Vítor Albiero Kai Zhang Kevin W. Bowyer CVBM FaML 51 64 0 07 Feb 2020
Accuracy comparison across face recognition algorithms: Where are we on measuring race bias? J. G. Cavazos P. Phillips Carlos D. Castillo Alice J. OrToole CVBM 41 169 0 16 Dec 2019
Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning Mei Wang Weihong Deng CVBM 92 232 0 25 Nov 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 574 10,555 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 117 248 0 06 Sep 2018
Longitudinal Study of Child Face Recognition Debayan Deb N. Nain Anil K. Jain CVBM 54 65 0 10 Nov 2017
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 95 2,630 0 23 Oct 2017
Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in Unconstrained Environments Tianyue Zheng Weihong Deng Jiani Hu CVBM 61 417 0 28 Aug 2017
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 89 2,011 0 28 Nov 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,525 0 01 Sep 2014