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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"

50 / 888 papers shown

Title
Multi-Head Encoding for Extreme Label ClassificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Daojun Liang Haixia Zhang Dongfeng Yuan Minggao Zhang 227 0 0 13 Dec 2024
PETALface: Parameter Efficient Transfer Learning for Low-resolution Face RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Kartik Narayan Nithin Gopalakrishnan Nair Jennifer Xu Rama Chellappa Vishal M. Patel CVBM CLL 199 5 0 10 Dec 2024
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition Michael Yeung Toya Teramoto Songtao Wu Tatsuo Fujiwara Kenji Suzuki Tamaki Kojima 425 6 0 09 Dec 2024
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face VerificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Alexandre Fournier-Montgieux Michael Soumm Adrian Daniel Popescu B. Luvison Hervé Le Borgne 356 0 0 04 Dec 2024
OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations Caixin Kang Yubo Chen Shouwei Ruan Shiji Zhao Ruochen Zhang Jiayi Wang Shan Fu Xingxing Wei CVBM 514 2 0 03 Dec 2024
Local and Global Feature Attention Fusion Network for Face RecognitionPattern Recognition (Pattern Recogn.), 2024 Wang Yu Wei Wei CVBM 233 7 0 25 Nov 2024
Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model Hatef Otroshi-Shahreza Anjith George S´ebastien Marcel CVBM 128 5 0 06 Nov 2024
Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models Anjith George S´ebastien Marcel 396 6 0 04 Nov 2024
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities Hatef Otroshi-Shahreza S´ebastien Marcel 261 6 0 31 Oct 2024
FRoundation: Are Foundation Models Ready for Face Recognition?Image and Vision Computing (IVC), 2024 Tahar Chettaoui Naser Damer Fadi Boutros CVBM 309 15 0 31 Oct 2024
A Longitudinal Analysis of Racial and Gender Bias in New York Times and Fox News Images and Articles Hazem Ibrahim Nouar Aldahoul Syed Mustafa Ali Abbasi Fareed Zaffar Talal Rahwan Yasir Zaki 103 1 0 29 Oct 2024
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset CurationNeural Information Processing Systems (NeurIPS), 2024 Yuang Ai Xiaoqiang Zhou Huaibo Huang Xiaotian Han Ruihao Zhang Quanzeng You Hongxia Yang 234 29 0 24 Oct 2024
Swift Sampler: Efficient Learning of Sampler by 10 ParametersNeural Information Processing Systems (NeurIPS), 2024 Jiawei Yao Chuming Li Canran Xiao 146 22 0 08 Oct 2024
Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering Hongyao Yu Yixiang Qiu Hao Fang Tianqu Zhuang Sijin Yu Bin Wang Shu-Tao Xia Ke Xu Ke Xu 199 4 0 08 Oct 2024
Mitigating Downstream Model Risks via Model Provenance Keyu Wang Abdullah Norozi Iranzad Scott Schaffter Doina Precup Jonathan Lebensold 214 1 0 03 Oct 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face RecognitionNeural Information Processing Systems (NeurIPS), 2024 Zhonglin Sun Siyang Song Ioannis Patras Georgios Tzimiropoulos 193 8 0 27 Sep 2024
ID $^3$ : Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face RecognitionNeural Information Processing Systems (NeurIPS), 2024 Shen Li Jianqing Xu Jiaying Wu Miao Xiong Ailin Deng Jiazhen Ji Yanhua Huang Wenjie Feng Shouhong Ding Bryan Hooi 256 21 0 26 Sep 2024
From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language ProcessingInternational Conference on Pattern Recognition (ICPR), 2024 Ivan Deandres-Tame Muhammad Faisal Ruben Tolosana Rouqaiah Al-Refai R. Vera-Rodríguez Philipp Terhörst 162 2 0 24 Sep 2024
SymFace: Additional Facial Symmetry Loss for Deep Face Recognition Pritesh Prakash Koteswar Rao Jerripothula Ashish Jacob Sam Prinsh Kumar Singh S. Umamaheswaran CVBM 208 1 0 18 Sep 2024
Template-based Multi-Domain Face Recognition Anirudh Nanduri Rama Chellappa CVBM OOD 164 2 0 15 Sep 2024
Knowledge-Enhanced Facial Expression Recognition with Emotional-to-Neutral TransformationIEEE transactions on multimedia (IEEE TMM), 2024 Hangyu Li Yihan Xu Jiangchao Yao Nannan Wang Xinbo Gao Bo Han 123 4 0 13 Sep 2024
SIG: A Synthetic Identity Generation Pipeline for Generating Evaluation Datasets for Face RecognitionInternational Conference on Pattern Recognition (ICPR), 2024 Kassi Nzalasse Rishav Raj Eli J. Laird Corey Clark 237 1 0 12 Sep 2024
Minimizing Embedding Distortion for Robust Out-of-Distribution Performance Tom Shaked Yuval Goldman Oran Shayer OODD 158 0 0 11 Sep 2024
Watchlist Challenge: 3rd Open-set Face Detection and Identification Furkan Kasım Terrance E. Boult Rensso Mora Bernardo Biesseck Rafael Ribeiro ... Tomáš Repák Rafael Henrique Vareto David Menotti William Robson Schwartz Manuel Günther CVBM 135 1 0 11 Sep 2024
How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition Pedro C. Neto Ivona Colakovic Sašo Karakatič Ana F. Sequeira 238 2 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 242 5 0 29 Aug 2024
Face Clustering via Early Stopping and Edge Recall Junjie Liu CVBM 201 0 0 24 Aug 2024
Boosting Unconstrained Face Recognition with Targeted Style Adversary Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Seyed Rasoul Hosseini Nasser M. Nasrabadi CVBM 162 1 0 14 Aug 2024
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Boddeti 313 11 0 05 Aug 2024
Federated Learning for Face Recognition via Intra-subject Self-supervised Learning Hansol Kim Hoyeol Choi Youngjun Kwak FedML 105 2 0 23 Jul 2024
ARoFace: Alignment Robustness to Improve Low-Quality Face Recognition Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Ali Dabouei Nasser M. Nasrabadi CVBM AAML 252 8 0 20 Jul 2024
Score Normalization for Demographic Fairness in Face Recognition Linghu Yu Tiago de Freitas Pereira Christophe Ecabert Sébastien Marcel Manuel Günther 207 1 0 19 Jul 2024
PetFace: A Large-Scale Dataset and Benchmark for Animal Identification Risa Shinoda Kaede Shiohara CVBM 206 14 0 18 Jul 2024
Facial Affect Recognition based on Multi Architecture Encoder and Feature Fusion for the ABAW7 Challenge Kang Shen Xuxiong Liu Boyan Wang Jun Yao Xin Liu Yujie Guan Yu Wang Gengchen Li Xiao Sun CVBM 271 2 0 17 Jul 2024
Compound Expression Recognition via Multi Model Ensemble for the ABAW7 Challenge Xuxiong Liu Kang Shen Jun Yao Boyan Wang Minrui Liu Liuwei An Zishun Cui Weijie Feng Xiao Sun 156 2 0 17 Jul 2024
Model Inversion Attacks Through Target-Specific Conditional Diffusion Models Ouxiang Li Yanbin Hao Zhicai Wang Bin Zhu Shuo Wang Zaixi Zhang Fuli Feng DiffM 130 6 0 16 Jul 2024
A3S: A General Active Clustering Method with Pairwise Constraints Xun Deng Junlong Liu Han Zhong Fuli Feng Chen Shen Xiangnan He Jieping Ye Zheng Wang 137 0 0 14 Jul 2024
Deep Understanding of Soccer Match Videos Shikun Xu Yandong Zhu Gen Li Changhu Wang 88 1 0 11 Jul 2024
Prediction Exposes Your Face: Black-box Model Inversion via Prediction Alignment Yufan Liu Wanqian Zhang Dayan Wu Zheng Lin Jingzi Gu Weiping Wang 239 4 0 11 Jul 2024
The Tug-of-War Between Deepfake Generation and Detection Hannah Lee Changyeon Lee Kevin Farhat Lin Qiu Steve Geluso Aerin Kim O. Etzioni 349 8 0 08 Jul 2024
Towards A Comprehensive Visual Saliency Explanation Framework for AI-based Face Recognition Systems Yuhang Lu Zewei Xu Touradj Ebrahimi CVBM FAtt XAI 163 3 0 08 Jul 2024
Robust Skin Color Driven Privacy Preserving Face Recognition via Function Secret Sharing Dong Han Yufan Jiang Yong Li Ricardo Mendes Joachim Denzler CVBM PICV 125 3 0 06 Jul 2024
Batch Transformer: Look for Attention in Batch Myung Beom Her Jisu Jeong Hojoon Song Ji-Hyeong Han ViT 142 5 0 05 Jul 2024
Face Reconstruction Transfer Attack as Out-of-Distribution Generalization Yoon Gyo Jung Jaewoo Park Xingbo Dong Hojin Park Andrew Beng Jin Teoh Octavia Camps AAML 218 1 0 02 Jul 2024
AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition Fadi Boutros Vitomir Štruc Naser Damer 198 10 0 01 Jul 2024
Toward Fairer Face Recognition Datasets Alexandre Fournier-Mongieux Michael Soumm Adrian Daniel Popescu B. Luvison Hervé Le Borgne 175 0 0 24 Jun 2024
Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms Wang Yao Muhammad Ali Farooq Joseph Lemley Peter Corcoran 184 6 0 10 Jun 2024
PuFace: Defending against Facial Cloaking Attacks for Facial Recognition Models Jing Wen PICV 110 0 0 04 Jun 2024
Analyzing the Feature Extractor Networks for Face Image Synthesis Erdi Sarıtaş H. K. Ekenel CVBM EGVM 131 1 0 04 Jun 2024
Analyzing the Effect of Combined Degradations on Face Recognition Erdi Sarıtaş H. K. Ekenel 105 1 0 04 Jun 2024

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"

50 / 888 papers shown

Title
Multi-Head Encoding for Extreme Label ClassificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Daojun Liang Haixia Zhang Dongfeng Yuan Minggao Zhang 227 0 0 13 Dec 2024
PETALface: Parameter Efficient Transfer Learning for Low-resolution Face RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Kartik Narayan Nithin Gopalakrishnan Nair Jennifer Xu Rama Chellappa Vishal M. Patel CVBM CLL 199 5 0 10 Dec 2024
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition Michael Yeung Toya Teramoto Songtao Wu Tatsuo Fujiwara Kenji Suzuki Tamaki Kojima 425 6 0 09 Dec 2024
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face VerificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Alexandre Fournier-Montgieux Michael Soumm Adrian Daniel Popescu B. Luvison Hervé Le Borgne 356 0 0 04 Dec 2024
OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations Caixin Kang Yubo Chen Shouwei Ruan Shiji Zhao Ruochen Zhang Jiayi Wang Shan Fu Xingxing Wei CVBM 514 2 0 03 Dec 2024
Local and Global Feature Attention Fusion Network for Face RecognitionPattern Recognition (Pattern Recogn.), 2024 Wang Yu Wei Wei CVBM 233 7 0 25 Nov 2024
Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model Hatef Otroshi-Shahreza Anjith George S´ebastien Marcel CVBM 128 5 0 06 Nov 2024
Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models Anjith George S´ebastien Marcel 396 6 0 04 Nov 2024
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities Hatef Otroshi-Shahreza S´ebastien Marcel 261 6 0 31 Oct 2024
FRoundation: Are Foundation Models Ready for Face Recognition?Image and Vision Computing (IVC), 2024 Tahar Chettaoui Naser Damer Fadi Boutros CVBM 309 15 0 31 Oct 2024
A Longitudinal Analysis of Racial and Gender Bias in New York Times and Fox News Images and Articles Hazem Ibrahim Nouar Aldahoul Syed Mustafa Ali Abbasi Fareed Zaffar Talal Rahwan Yasir Zaki 103 1 0 29 Oct 2024
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset CurationNeural Information Processing Systems (NeurIPS), 2024 Yuang Ai Xiaoqiang Zhou Huaibo Huang Xiaotian Han Ruihao Zhang Quanzeng You Hongxia Yang 234 29 0 24 Oct 2024
Swift Sampler: Efficient Learning of Sampler by 10 ParametersNeural Information Processing Systems (NeurIPS), 2024 Jiawei Yao Chuming Li Canran Xiao 146 22 0 08 Oct 2024
Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering Hongyao Yu Yixiang Qiu Hao Fang Tianqu Zhuang Sijin Yu Bin Wang Shu-Tao Xia Ke Xu Ke Xu 199 4 0 08 Oct 2024
Mitigating Downstream Model Risks via Model Provenance Keyu Wang Abdullah Norozi Iranzad Scott Schaffter Doina Precup Jonathan Lebensold 214 1 0 03 Oct 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face RecognitionNeural Information Processing Systems (NeurIPS), 2024 Zhonglin Sun Siyang Song Ioannis Patras Georgios Tzimiropoulos 193 8 0 27 Sep 2024
ID $^3$ : Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face RecognitionNeural Information Processing Systems (NeurIPS), 2024 Shen Li Jianqing Xu Jiaying Wu Miao Xiong Ailin Deng Jiazhen Ji Yanhua Huang Wenjie Feng Shouhong Ding Bryan Hooi 256 21 0 26 Sep 2024
From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language ProcessingInternational Conference on Pattern Recognition (ICPR), 2024 Ivan Deandres-Tame Muhammad Faisal Ruben Tolosana Rouqaiah Al-Refai R. Vera-Rodríguez Philipp Terhörst 162 2 0 24 Sep 2024
SymFace: Additional Facial Symmetry Loss for Deep Face Recognition Pritesh Prakash Koteswar Rao Jerripothula Ashish Jacob Sam Prinsh Kumar Singh S. Umamaheswaran CVBM 208 1 0 18 Sep 2024
Template-based Multi-Domain Face Recognition Anirudh Nanduri Rama Chellappa CVBM OOD 164 2 0 15 Sep 2024
Knowledge-Enhanced Facial Expression Recognition with Emotional-to-Neutral TransformationIEEE transactions on multimedia (IEEE TMM), 2024 Hangyu Li Yihan Xu Jiangchao Yao Nannan Wang Xinbo Gao Bo Han 123 4 0 13 Sep 2024
SIG: A Synthetic Identity Generation Pipeline for Generating Evaluation Datasets for Face RecognitionInternational Conference on Pattern Recognition (ICPR), 2024 Kassi Nzalasse Rishav Raj Eli J. Laird Corey Clark 237 1 0 12 Sep 2024
Minimizing Embedding Distortion for Robust Out-of-Distribution Performance Tom Shaked Yuval Goldman Oran Shayer OODD 158 0 0 11 Sep 2024
Watchlist Challenge: 3rd Open-set Face Detection and Identification Furkan Kasım Terrance E. Boult Rensso Mora Bernardo Biesseck Rafael Ribeiro ... Tomáš Repák Rafael Henrique Vareto David Menotti William Robson Schwartz Manuel Günther CVBM 135 1 0 11 Sep 2024
How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition Pedro C. Neto Ivona Colakovic Sašo Karakatič Ana F. Sequeira 238 2 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 242 5 0 29 Aug 2024
Face Clustering via Early Stopping and Edge Recall Junjie Liu CVBM 201 0 0 24 Aug 2024
Boosting Unconstrained Face Recognition with Targeted Style Adversary Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Seyed Rasoul Hosseini Nasser M. Nasrabadi CVBM 162 1 0 14 Aug 2024
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Boddeti 313 11 0 05 Aug 2024
Federated Learning for Face Recognition via Intra-subject Self-supervised Learning Hansol Kim Hoyeol Choi Youngjun Kwak FedML 105 2 0 23 Jul 2024
ARoFace: Alignment Robustness to Improve Low-Quality Face Recognition Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Ali Dabouei Nasser M. Nasrabadi CVBM AAML 252 8 0 20 Jul 2024
Score Normalization for Demographic Fairness in Face Recognition Linghu Yu Tiago de Freitas Pereira Christophe Ecabert Sébastien Marcel Manuel Günther 207 1 0 19 Jul 2024
PetFace: A Large-Scale Dataset and Benchmark for Animal Identification Risa Shinoda Kaede Shiohara CVBM 206 14 0 18 Jul 2024
Facial Affect Recognition based on Multi Architecture Encoder and Feature Fusion for the ABAW7 Challenge Kang Shen Xuxiong Liu Boyan Wang Jun Yao Xin Liu Yujie Guan Yu Wang Gengchen Li Xiao Sun CVBM 271 2 0 17 Jul 2024
Compound Expression Recognition via Multi Model Ensemble for the ABAW7 Challenge Xuxiong Liu Kang Shen Jun Yao Boyan Wang Minrui Liu Liuwei An Zishun Cui Weijie Feng Xiao Sun 156 2 0 17 Jul 2024
Model Inversion Attacks Through Target-Specific Conditional Diffusion Models Ouxiang Li Yanbin Hao Zhicai Wang Bin Zhu Shuo Wang Zaixi Zhang Fuli Feng DiffM 130 6 0 16 Jul 2024
A3S: A General Active Clustering Method with Pairwise Constraints Xun Deng Junlong Liu Han Zhong Fuli Feng Chen Shen Xiangnan He Jieping Ye Zheng Wang 137 0 0 14 Jul 2024
Deep Understanding of Soccer Match Videos Shikun Xu Yandong Zhu Gen Li Changhu Wang 88 1 0 11 Jul 2024
Prediction Exposes Your Face: Black-box Model Inversion via Prediction Alignment Yufan Liu Wanqian Zhang Dayan Wu Zheng Lin Jingzi Gu Weiping Wang 239 4 0 11 Jul 2024
The Tug-of-War Between Deepfake Generation and Detection Hannah Lee Changyeon Lee Kevin Farhat Lin Qiu Steve Geluso Aerin Kim O. Etzioni 349 8 0 08 Jul 2024
Towards A Comprehensive Visual Saliency Explanation Framework for AI-based Face Recognition Systems Yuhang Lu Zewei Xu Touradj Ebrahimi CVBM FAtt XAI 163 3 0 08 Jul 2024
Robust Skin Color Driven Privacy Preserving Face Recognition via Function Secret Sharing Dong Han Yufan Jiang Yong Li Ricardo Mendes Joachim Denzler CVBM PICV 125 3 0 06 Jul 2024
Batch Transformer: Look for Attention in Batch Myung Beom Her Jisu Jeong Hojoon Song Ji-Hyeong Han ViT 142 5 0 05 Jul 2024
Face Reconstruction Transfer Attack as Out-of-Distribution Generalization Yoon Gyo Jung Jaewoo Park Xingbo Dong Hojin Park Andrew Beng Jin Teoh Octavia Camps AAML 218 1 0 02 Jul 2024
AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition Fadi Boutros Vitomir Štruc Naser Damer 198 10 0 01 Jul 2024
Toward Fairer Face Recognition Datasets Alexandre Fournier-Mongieux Michael Soumm Adrian Daniel Popescu B. Luvison Hervé Le Borgne 175 0 0 24 Jun 2024
Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms Wang Yao Muhammad Ali Farooq Joseph Lemley Peter Corcoran 184 6 0 10 Jun 2024
PuFace: Defending against Facial Cloaking Attacks for Facial Recognition Models Jing Wen PICV 110 0 0 04 Jun 2024
Analyzing the Feature Extractor Networks for Face Image Synthesis Erdi Sarıtaş H. K. Ekenel CVBM EGVM 131 1 0 04 Jun 2024
Analyzing the Effect of Combined Degradations on Face Recognition Erdi Sarıtaş H. K. Ekenel 105 1 0 04 Jun 2024