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FRoundation: Are Foundation Models Ready for Face Recognition?

31 October 2024

Papers citing "FRoundation: Are Foundation Models Ready for Face Recognition?"

50 / 61 papers shown

Title
Can Foundation Models Generalise the Presentation Attack Detection Capabilities on ID Cards? Juan E. Tapia Christoph Busch 84 0 0 05 Jun 2025
50 Years of Automated Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu 76 0 0 30 May 2025
Benchmarking Foundation Models for Zero-Shot Biometric Tasks Redwan Sony Parisa Farmanifard Hamzeh Alzwairy Nitish Shukla Arun Ross CVBM VLM 58 0 0 30 May 2025
DiffProb: Data Pruning for Face Recognition Eduarda Caldeira Jan Niklas Kolf Naser Damer Fadi Boutros 51 0 0 21 May 2025
MADation: Face Morphing Attack Detection with Foundation Models Eduarda Caldeira Guray Ozgur Tahar Chettaoui Marija Ivanovska Peter Peer Fadi Boutros Vitomir Štruc Naser Damer CVBM 94 2 1 28 Jan 2025
FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection Guray Ozgur Eduarda Caldeira Tahar Chettaoui Fadi Boutros Raghavendra Ramachandra Naser Damer AAML CVBM 105 1 1 06 Jan 2025
ID $^3$ : Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition Shen Li Jianqing Xu Jiaying Wu Miao Xiong Ailin Deng Jiazhen Ji Yanhua Huang Wenjie Feng Shouhong Ding Bryan Hooi 93 8 0 26 Sep 2024
Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain Marco Huber Naser Damer CVBM 105 2 0 16 Jul 2024
Learning to Adapt Foundation Model DINOv2 for Capsule Endoscopy Diagnosis Bowen Zhang Ying Chen Long Bai Yan Zhao Yuxiang Sun Yixuan Yuan Jianhua Zhang Hongliang Ren 127 5 0 15 Jun 2024
Can the accuracy bias by facial hairstyle be reduced through balancing the training data? Kagan Öztürk Haiyu Wu Kevin W. Bowyer CVBM 80 3 0 30 May 2024
Low-Rank Few-Shot Adaptation of Vision-Language Models Maxime Zanella Ismail Ben Ayed OffRL VLM 98 36 0 28 May 2024
SDFR: Synthetic Data for Face Recognition Competition Hatef Otroshi-Shahreza Christophe Ecabert Anjith George A. Unnervik S´ebastien Marcel ... R. Vera-Rodríguez Gianpaolo Perelli G. Orrú G. L. Marcialis Julian Fierrez 105 21 0 06 Apr 2024
KeyPoint Relative Position Encoding for Face Recognition Minchul Kim Yiyang Su Feng Liu Anil Jain Xiaoming Liu CVBM 88 10 0 21 Mar 2024
Iris-SAM: Iris Segmentation Using a Foundation Model Parisa Farmanifard Arun Ross VLM 62 8 0 09 Feb 2024
Surgical-DINO: Adapter Learning of Foundation Models for Depth Estimation in Endoscopic Surgery Beilei Cui Mobarakol Islam Long Bai Hongliang Ren MedIm 107 42 0 11 Jan 2024
A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA Damjan Kalajdzievski ALM 86 103 0 28 Nov 2023
TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective Jun Dan Yang Liu Haoyu Xie Jiankang Deng H. Xie Xuansong Xie Baigui Sun ViT 104 25 0 20 Aug 2023
SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation An-Chi Wang Mobarakol Islam Mengya Xu Yang Zhang Hongliang Ren AAML 52 30 0 14 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
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 117 19 0 11 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
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 540 3,536 0 14 Apr 2023
DCFace: Synthetic Face Generation with Dual Condition Diffusion Model Minchul Kim Feng Liu Anil Jain Xiaoming Liu DiffM 111 120 0 14 Apr 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 503 7,486 0 05 Apr 2023
Understanding Why ViT Trains Badly on Small Datasets: An Intuitive Perspective Haoran Zhu Boyuan Chen Carter Yang ViT 52 28 0 07 Feb 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 235 161 0 13 Jan 2023
Part-based Face Recognition with Vision Transformers Zhonglin Sun Georgios Tzimiropoulos ViT 102 17 0 30 Nov 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen Chongjian Ge Zhan Tong Jiangliu Wang Yibing Song Jue Wang Ping Luo 255 705 0 26 May 2022
Vision Transformer Adapter for Dense Predictions Zhe Chen Yuchen Duan Wenhai Wang Junjun He Tong Lu Jifeng Dai Yu Qiao 182 572 0 17 May 2022
Meta Balanced Network for Fair Face Recognition Mei Wang Yaobin Zhang Weihong Deng CVBM 68 81 0 13 May 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 607 6,325 0 05 Apr 2022
AdaFace: Quality Adaptive Margin for Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu CVBM 125 411 0 03 Apr 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 777 7,885 0 11 Nov 2021
ElasticFace: Elastic Margin Loss for Deep Face Recognition Fadi Boutros Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 100 223 0 20 Sep 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 804 10,658 0 17 Jun 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 393 2,858 0 15 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 1.0K 6,154 0 29 Apr 2021
MagFace: A Universal Representation for Face Recognition and Quality Assessment Qiang Meng Shichao Zhao Zhida Huang F. Zhou CVBM 102 492 0 11 Mar 2021
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition Zheng Zhu Guan Huang Jiankang Deng Yun Ye Junjie Huang ... Jiagang Zhu Tian Yang Jiwen Lu Dalong Du Jie Zhou CVBM 152 262 0 06 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,115 0 26 Feb 2021
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning Armen Aghajanyan Luke Zettlemoyer Sonal Gupta 110 578 1 22 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 783 41,945 0 22 Oct 2020
Mitigating Face Recognition Bias via Group Adaptive Classifier Sixue Gong Xiaoming Liu Anil K. Jain CVBM FaML 76 92 0 13 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 1.2K 42,750 0 28 May 2020
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition Yanhua Huang Yuhan Wang Ying Tai Xiaoming Liu Pengcheng Shen Shaoxin Li Jilin Li Feiyue Huang CVBM 89 508 0 01 Apr 2020
Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning Mei Wang Weihong Deng CVBM 102 235 0 25 Nov 2019
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 406 3,522 0 30 Sep 2019
Fixing the train-test resolution discrepancy Hugo Touvron Andrea Vedaldi Matthijs Douze Hervé Jégou 155 426 0 14 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 2.0K 95,663 0 11 Oct 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition Haobo Wang Yitong Wang Zheng Zhou Xing Ji Dihong Gong Jin Zhou Zhifeng Li Wei Liu CVBM MQ 147 2,522 0 29 Jan 2018