QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization

21 June 2022

Naser Damer

Papers citing "QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization"

20 / 20 papers shown

Title
A Survey on Drowsiness Detection -- Modern Applications and Methods Biying Fu Fadi Boutros Chin-Teng Lin Naser Damer OffRL 69 8 0 23 Aug 2024
AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition Fadi Boutros Vitomir Štruc Naser Damer 88 3 0 01 Jul 2024
Massively Annotated Datasets for Assessment of Synthetic and Real Data in Face Recognition Pedro C. Neto Rafael M. Mamede Carolina Albuquerque Tiago B. Gonccalves Ana F. Sequeira 80 1 0 23 Apr 2024
Ef-QuantFace: Streamlined Face Recognition with Small Data and Low-Bit Precision William Gazali Jocelyn Michelle Kho Joshua Santoso Williem CVBM MQ 81 0 0 28 Feb 2024
Model Compression Techniques in Biometrics Applications: A Survey Eduarda Caldeira Pedro C. Neto Marco Huber Naser Damer Ana F. Sequeira 117 11 0 18 Jan 2024
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data Meiling Fang Marco Huber Julian Fierrez Raghavendra Ramachandra Naser Damer ... Guangzhe Zhao Juan Tapia Lázaro J. González Soler Carlos Aravena Daniel Schulz CVBM 72 4 0 09 Nov 2023
Bias and Diversity in Synthetic-based Face Recognition Marco Huber An Luu Fadi Boutros Arjan Kuijper Naser Damer 105 13 0 07 Nov 2023
Fully Quantized Always-on Face Detector Considering Mobile Image Sensors Haechang Lee Wongi Jeong Dongil Ryu Hyunwoo Je Albert No Kijeong Kim Se Young Chun CVBM 59 0 0 02 Nov 2023
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 82 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 65 64 0 09 Aug 2023
EFaR 2023: Efficient Face Recognition Competition Jan Niklas Kolf Fadi Boutros Jurek Elliesen Markus Theuerkauf Naser Damer ... D. Nunes Ahmad Hassanpour Pankaj Khatiwada A. Toor Bian Yang CVBM MQ 84 14 0 08 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 114 18 0 11 Jul 2023
EdgeFace: Efficient Face Recognition Model for Edge Devices Anjith George Christophe Ecabert Hatef Otroshi-Shahreza Ketan Kotwal S´ebastien Marcel CVBM 71 27 0 04 Jul 2023
Synthetic Data for Face Recognition: Current State and Future Prospects Fadi Boutros Vitomir Štruc Julian Fierrez Naser Damer 138 82 0 01 May 2023
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition Jan Niklas Kolf Tim Rieber Jurek Elliesen Fadi Boutros Arjan Kuijper Naser Damer 57 25 0 30 Apr 2023
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data Meiling Fang Marco Huber Naser Damer AAML 80 22 0 05 Mar 2023
Unsupervised Face Recognition using Unlabeled Synthetic Data Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 70 33 0 14 Nov 2022
Causality-Inspired Taxonomy for Explainable Artificial Intelligence Pedro C. Neto Tiago B. Gonccalves João Ribeiro Pinto W. Silva Ana F. Sequeira Arun Ross Jaime S. Cardoso XAI 110 13 0 19 Aug 2022
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data Fadi Boutros Marco Huber Patrick Siebke Tim Rieber Naser Damer 64 84 0 21 Jun 2022
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.6K 14,680 0 07 Oct 2016