PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation

24 August 2021

Naser Damer

Papers citing "PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation"

33 / 33 papers shown

Title
xEdgeFace: Efficient Cross-Spectral Face Recognition for Edge Devices Anjith George S´ebastien Marcel CVBM 65 0 0 28 Apr 2025
Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion Yuxi Mi Zhizhou Zhong Y. Huang Qiuyang Yuan Xuan Zhao Jianqing Xu Shouhong Ding Shaoming Wang Rizen Guo Shuigeng Zhou DiffM 55 0 0 01 Apr 2025
UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition Xiao Lin Y. Huang Jianqing Xu Yuxi Mi Shuigeng Zhou Shouhong Ding 69 0 0 27 Feb 2025
Efficient Global Neural Architecture Search Shahid Siddiqui C. Kyrkou T. Theocharides 57 0 0 05 Feb 2025
SymFace: Additional Facial Symmetry Loss for Deep Face Recognition Pritesh Prakash Koteswar Rao Jerripothula Ashish Jacob Sam Prinsh Kumar Singh S. Umamaheswaran CVBM 35 0 0 18 Sep 2024
How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition Pedro C. Neto Ivona Colakovic Sašo Karakatič Ana F. Sequeira 31 0 0 30 Aug 2024
MST-KD: Multiple Specialized Teachers Knowledge Distillation for Fair Face Recognition Eduarda Caldeira Jaime S. Cardoso Ana F. Sequeira Pedro C. Neto CVBM 32 2 0 29 Aug 2024
A Survey on Drowsiness Detection -- Modern Applications and Methods Biying Fu Fadi Boutros Chin-Teng Lin Naser Damer OffRL 36 6 0 23 Aug 2024
Federated Learning for Face Recognition via Intra-subject Self-supervised Learning Hansol Kim Hoyeol Choi Youngjun Kwak FedML 26 1 0 23 Jul 2024
Deep Network Pruning: A Comparative Study on CNNs in Face Recognition F. Alonso-Fernandez Kevin Hernandez Diaz Jose Maria Buades Rubio Prayag Tiwari J. Bigün CVBM 3DPC 34 1 0 28 May 2024
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras 32 4 0 04 Apr 2024
Model Compression Techniques in Biometrics Applications: A Survey Eduarda Caldeira Pedro C. Neto Marco Huber Naser Damer Ana F. Sequeira 37 11 0 18 Jan 2024
Efficient Verification-Based Face Identification Amit Rozner Barak Battash Ofir Lindenbaum Lior Wolf CVBM 29 2 0 20 Dec 2023
Worst-Case Morphs using Wasserstein ALI and Improved MIPGAN Una M. Kelly Meike Nauta Lu Liu Luuk J. Spreeuwers Raymond N. J. Veldhuis 13 1 0 12 Oct 2023
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data Hatef Otroshi Anjith George S´ebastien Marcel 30 11 0 28 Aug 2023
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Fadi Boutros J. H. Grebe Arjan Kuijper Naser Damer 24 61 0 09 Aug 2023
EFaR 2023: Efficient Face Recognition Competition J. Kolf Fadi Boutros Jurek Elliesen Markus Theuerkauf Naser Damer ... D. Nunes Ahmad Hassanpour Pankaj Khatiwada A. Toor Bian Yang CVBM MQ 24 13 0 08 Aug 2023
SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More Via Filter Pruning F. Alonso-Fernandez Kevin Hernandez Diaz J. M. Rubio J. Bigün PICV CVBM 28 2 0 20 Jul 2023
EdgeFace: Efficient Face Recognition Model for Edge Devices Anjith George Christophe Ecabert Hatef Otroshi-Shahreza Ketan Kotwal S´ebastien Marcel CVBM 26 23 0 04 Jul 2023
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition J. Kolf Tim Rieber Jurek Elliesen Fadi Boutros Arjan Kuijper Naser Damer 19 23 0 30 Apr 2023
Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation Marco Huber An Luu Philipp Terhörst Naser Damer CVBM AAML 30 14 0 26 Apr 2023
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders Naser Damer Meiling Fang Patrick Siebke J. Kolf Marco Huber Fadi Boutros DiffM 21 38 0 03 Feb 2023
Young Labeled Faces in the Wild (YLFW): A Dataset for Children Faces Recognition Iurii Medvedev Farhad Shadmand Nuno Gonçalves CVBM 23 2 0 13 Jan 2023
Towards Explaining Demographic Bias through the Eyes of Face Recognition Models Biying Fu Naser Damer 22 11 0 29 Aug 2022
Face Morphing Attacks and Face Image Quality: The Effect of Morphing and the Unsupervised Attack Detection by Quality Biying Fu Naser Damer AAML CVBM 26 8 0 11 Aug 2022
OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware Occlusions Pedro C. Neto Fadi Boutros João Ribeiro Pinto Naser Damer Ana F. Sequeira ... M. Erakin Uugur Demir H. K. Ekenel Pedro Vidal David Menotti CVBM 19 12 0 04 Aug 2022
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization Fadi Boutros Naser Damer Arjan Kuijper CVBM MQ 22 37 0 21 Jun 2022
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data Fadi Boutros Marco Huber Patrick Siebke Tim Rieber Naser Damer 19 82 0 21 Jun 2022
GMFIM: A Generative Mask-guided Facial Image Manipulation Model for Privacy Preservation Mohammad Hossein Khojaste Nastaran Moradzadeh Farid A. Nickabadi CVBM PICV 10 8 0 10 Jan 2022
Mask-invariant Face Recognition through Template-level Knowledge Distillation Marco Huber Fadi Boutros Florian Kirchbuchner Naser Damer CVBM 19 30 0 10 Dec 2021
The Effect of Wearing a Face Mask on Face Image Quality Biying Fu Florian Kirchbuchner Naser Damer CVBM 45 16 0 21 Oct 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,329 0 05 Nov 2016