How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face
Recognition

How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition

30 August 2024

Ivona Colakovic

Sašo Karakatič

Ana F. Sequeira

Papers citing "How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition"

11 / 11 papers shown

Title
Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face Recognition Pedro C. Neto Eduarda Caldeira Jaime S. Cardoso Ana F. Sequeira MQ 38 12 0 23 Aug 2023
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Fadi Boutros J. H. Grebe Arjan Kuijper Naser Damer 40 62 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 58 18 0 11 Jul 2023
Evaluation-oriented Knowledge Distillation for Deep Face Recognition Yanhua Huang Jiaxiang Wu Xingkun Xu Shouhong Ding CVBM 75 33 0 06 Jun 2022
Meta Balanced Network for Fair Face Recognition Mei Wang Yaobin Zhang Weihong Deng CVBM 56 78 0 13 May 2022
AdaFace: Quality Adaptive Margin for Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu CVBM 106 406 0 03 Apr 2022
ElasticFace: Elastic Margin Loss for Deep Face Recognition Fadi Boutros Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 72 222 0 20 Sep 2021
PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation Fadi Boutros Patrick Siebke Marcel Klemt Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 71 63 0 24 Aug 2021
Fair Feature Distillation for Visual Recognition S. Jung Donggyu Lee Taeeon Park Taesup Moon 52 76 0 27 May 2021
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices Sheng Chen Yang Liu Xiang Gao Zhen Han CVBM 3DH 70 562 0 20 Apr 2018
Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in Unconstrained Environments Tianyue Zheng Weihong Deng Jiani Hu CVBM 59 417 0 28 Aug 2017

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