MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition

27 July 2016

Lei Zhang

Papers citing "MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition"

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Title
Towards classification-based representation learning for place recognition on LiDAR scans Maksim Konoplia Dmitrii Khizbullin SSL 174 0 0 01 Nov 2025
Exploring Complementarity and Explainability in CNNs for Periocular Verification Across Acquisition Distances F. Alonso-Fernandez Kevin Hernandez Diaz Jose M. Buades Kiran Raja J. Bigün 84 0 0 30 Oct 2025
Leveraging Large-Scale Face Datasets for Deep Periocular Recognition via Ocular Cropping F. Alonso-Fernandez Kevin Hernandez Diaz Jose Maria Buades Rubio J. Bigün CVBM 116 0 0 30 Oct 2025
Beyond Real Faces: Synthetic Datasets Can Achieve Reliable Recognition Performance without Privacy Compromise Paweł Jakub Borsukiewicz Fadi Boutros Iyiola Emmanuel Olatunji Charles Beumier Wendkûuni C. Ouedraogo Jacques Klein Tegawende F. Bissyande 160 0 0 20 Oct 2025
Latent Feature Alignment: Discovering Biased and Interpretable Subpopulations in Face Recognition Models Ignacio Serna CVBM 101 0 0 17 Oct 2025
QCFace: Image Quality Control for boosting Face Representation & Recognition Duc-Phuong Doan-Ngo Thanh-Dang Diep Thanh Nguyen-Duc Thanh-Sach LE Nam Thoai CVBM 147 0 0 17 Oct 2025
Benchmarking Multimodal Large Language Models for Face Recognition Hatef Otroshi-Shahreza S´ebastien Marcel CVBM VLM 110 0 0 16 Oct 2025
Using predefined vector systems as latent space configuration for neural network supervised training on data with arbitrarily large number of classes Nikita Gabdullin 128 2 0 05 Oct 2025
Sistema de Reconocimiento Facial Federado en Conjuntos Abiertos basado en OpenMax Ander Galván Marivi Higuero Jorge Sasiain Eduardo Jacob FedML 57 0 0 26 Aug 2025
ViT-FIQA: Assessing Face Image Quality using Vision Transformers Andrea Atzori Fadi Boutros Naser Damer ViT 140 0 0 19 Aug 2025
NegFaceDiff: The Power of Negative Context in Identity-Conditioned Diffusion for Synthetic Face Generation Eduarda Caldeira Naser Damer Fadi Boutros DiffM 64 0 0 13 Aug 2025
VOIDFace: A Privacy-Preserving Multi-Network Face Recognition With Enhanced Security Ajnas Muhammed Iurri Medvedev Nuno Gonçalves PICV 108 0 0 11 Aug 2025
Object Recognition Datasets and Challenges: A Review Aria Salari Abtin Djavadifar Xiangrui Liu Homayoun Najjaran ObjD 146 68 0 30 Jul 2025
Reinforced Embodied Active Defense: Exploiting Adaptive Interaction for Robust Visual Perception in Adversarial 3D EnvironmentsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Xiao Yang Lingxuan Wu L. Wang Chengyang Ying Hang Su Jun Zhu AAML 168 1 0 24 Jul 2025
Enhancing Domain Diversity in Synthetic Data Face Recognition with Dataset Fusion Anjith George S´ebastien Marcel 120 0 0 22 Jul 2025
A Lightweight Face Quality Assessment Framework to Improve Face Verification Performance in Real-Time Screening Applications Ahmed Aman Ibrahim Hamad Mansour Alawar Abdulnasser Abbas Zehi Ahmed Mohammad Alkendi Bilal Shafi Ashfaq Ahmed Mirza Shan Ullah Ismail Lujain Jaleel Hassan Ugail CVBM 135 0 0 21 Jul 2025
Survivability of Backdoor Attacks on Unconstrained Face Recognition Systems Quentin Le Roux Yannick Teglia Teddy Furon Philippe Loubet-Moundi Eric Bourbao CVBM AAML SILM 188 0 0 02 Jul 2025
Balancing Tails when Comparing Distributions: Comprehensive Equity Index (CEI) with Application to Bias Evaluation in Operational Face Biometrics Imanol Solano Julian Fierrez Aythami Morales Alejandro Peña Ruben Tolosana F. Zamora-Martínez Javier San Agustin 238 0 0 12 Jun 2025
FANVID: A Benchmark for Face and License Plate Recognition in Low-Resolution Videos Kavitha Viswanathan Vrinda Goel Shlesh Gholap Devayan Ghosh Madhav Gupta Dhruvi Ganatra Sanket Potdar A. Sethi 111 0 0 08 Jun 2025
FingerVeinSyn-5M: A Million-Scale Dataset and Benchmark for Finger Vein Recognition Yinfan Wang Jie Gui Baosheng Yu Qi Li Zhenan Sun Juho Kannala Guoying Zhao 178 0 0 04 Jun 2025
50 Years of Automated Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu 278 4 0 30 May 2025
Pose-invariant face recognition via feature-space pose frontalizationInternational Conference on Information Photonics (ICIP), 2025 Nikolay Stanishev Yuhang Lu Touradj Ebrahimi CVBM 97 1 0 22 May 2025
DiffProb: Data Pruning for Face RecognitionIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 Eduarda Caldeira Jan Niklas Kolf Naser Damer Fadi Boutros 181 0 0 21 May 2025
MorphGuard: Morph Specific Margin Loss for Enhancing Robustness to Face Morphing Attacks Iurii Medvedev Nuno Gonçalves AAML CVBM 331 0 0 15 May 2025
DArFace: Deformation Aware Robustness for Low Quality Face Recognition Sadaf Gulshad Abdullah Aldahlawi Thakaa CVBM 421 0 0 13 May 2025
GIF: Generative Inspiration for Face Recognition at ScaleComputer Vision and Pattern Recognition (CVPR), 2025 Saeed Ebrahimi Sahar Rahimi Ali Dabouei Srinjoy Das Jeremy M. Dawson Nasser M. Nasrabadi CVBM 1.0K 1 0 05 May 2025
DiffMI: Breaking Face Recognition Privacy via Diffusion-Driven Training-Free Model Inversion Hongru Wang Shuo Wang Chun-Shien Lu Isao Echizen 322 0 0 25 Apr 2025
Learning Joint ID-Textual Representation for ID-Preserving Image Synthesis Zichuan Liu Liming Jiang Qing Yan Yumin Jia Hao Kang Xin Lu DiffM 311 0 0 19 Apr 2025
On Transfer-based Universal Attacks in Pure Black-box Setting M. Jalwana Naveed Akhtar Lin Wang Nazanin Rahnavard Mubarak Shah AAML 179 0 0 11 Apr 2025
ID-Booth: Identity-consistent Face Generation with Diffusion ModelsIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 Darian Tomašević Fadi Boutros Chenhao Lin Naser Damer Vitomir Štruc Peter Peer DiffM 309 5 0 10 Apr 2025
On the Importance of Conditioning for Privacy-Preserving Data Augmentation Julian Lorenz K. Ludwig Valentin Haug Rainer Lienhart DiffM 199 0 0 08 Apr 2025
SapiensID: Foundation for Human RecognitionComputer Vision and Pattern Recognition (CVPR), 2025 Minchul Kim Dingqiang Ye Yiyang Su Feng Liu Xiaoming Liu CVBM VLM 210 7 0 07 Apr 2025
Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided DiffusionComputer Vision and Pattern Recognition (CVPR), 2025 Yuxi Mi Zhizhou Zhong Yanhua Huang Qiuyang Yuan Xuan Zhao Jianqing Xu Shouhong Ding Shaoming Wang Rizen Guo Shuigeng Zhou DiffM 360 8 0 01 Apr 2025
SIT-FER: Integration of Semantic-, Instance-, Text-level Information for Semi-supervised Facial Expression Recognition Sixian Ding Xu Jiang Zhongjing Du Jiaqi Cui Xinyi Zeng Yan Wang 175 0 0 24 Mar 2025
Feature-Based Dual Visual Feature Extraction Model for Compound Multimodal Emotion Recognition Ran Liu Fengyu Zhang Cong Yu Ling Yang Zhuofan Wen Siyuan Zhang Hailiang Yao Shun Chen Zheng Lian Yinan Han 156 1 0 21 Mar 2025
AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition Parsa Rahimi Damien Teney S´ebastien Marcel 376 2 0 14 Mar 2025
AttFC: Attention Fully-Connected Layer for Large-Scale Face Recognition with One GPU Zhuowen Zheng Yain-Whar Si Xiaochen Yuan Junwei Duan Ke Wang Xiaofan Li Xinyuan Zhang Xueyuan Gong CVBM 189 0 0 10 Mar 2025
MSConv: Multiplicative and Subtractive Convolution for Face Recognition Si Zhou Yain-Whar Si Xiaochen Yuan Xiaofan Li Xiaoxiang Liu Xinyuan Zhang Cong Lin Xueyuan Gong CVBM 272 0 0 08 Mar 2025
AdaSin: Enhancing Hard Sample Metrics with Dual Adaptive Penalty for Face Recognition Qiqi Guo Zhuowen Zheng Guanghua Yang Zhiquan Liu Xiaofan Li Jianqing Li Jinyu Tian Xueyuan Gong CVBM 335 0 0 05 Mar 2025
UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face RecognitionInternational Conference on Learning Representations (ICLR), 2025 Xiao Lin Yanhua Huang Jianqing Xu Yuxi Mi Shuigeng Zhou Shouhong Ding 210 1 0 27 Feb 2025
A Comparison of Human and Machine Learning Errors in Face Recognition Marina Estévez-Almenzar Ricardo Baeza-Yates Carlos Castillo 209 2 0 17 Feb 2025
FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation Li Wang Zheng Li Wei Wei R. Beyah Shanqing Guo PICV AAML 254 2 0 15 Feb 2025
QCS: Feature Refining from Quadruplet Cross Similarity for Facial Expression RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2024 Cong Wang Li Chen Lili Wang Zhaofan Li Xuebin Lv 383 4 0 28 Jan 2025
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair SelectionIEEE Transactions on Image Processing (TIP), 2024 Zhipeng Yu Qianqian Xu Yangbangyan Jiang Yingfei Sun Qingming Huang NoLa 278 2 0 19 Jan 2025
Advancing Brainwave-Based Biometrics: A Large-Scale, Multi-Session Evaluation Matin Fallahi Patricia Arias-Cabarcos Thorsten Strufe 117 1 0 14 Jan 2025
Benchmarking Large and Small MLLMs Xuelu Feng Yunsheng Li DongDong Chen Mei Gao Mengchen Liu Junsong Yuan Chunming Qiao 83 2 0 04 Jan 2025
SlerpFace: Face Template Protection via Spherical Linear InterpolationAAAI Conference on Artificial Intelligence (AAAI), 2024 Zhizhou Zhong Yuxi Mi Yanhua Huang Jianqing Xu Guodong Mu Shouhong Ding Jingyun Zhang Rizen Guo Yunsheng Wu Shuigeng Zhou AAML PICV 395 8 0 03 Jan 2025
Sample Correlation for Fingerprinting Deep Face RecognitionInternational Journal of Computer Vision (IJCV), 2024 Jiyang Guan Jian Liang Yanbo Wang Xiao-Yu Zhang AAML 282 3 0 31 Dec 2024
RepFace: Refining Closed-Set Noise with Progressive Label Correction for Face RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2024 Jie Zhang Xun Gong Zhonglin Sun 249 0 0 16 Dec 2024
StyleDiT: A Unified Framework for Diverse Child and Partner Faces Synthesis with Style Latent Diffusion Transformer Pin-Yen Chiu Dai-Jie Wu Po-Hsun Chu Chia-Hsuan Hsu Hsiang-Chen Chiu Chih-Yu Wang Jun-Cheng Chen DiffM 252 2 0 14 Dec 2024