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
Circle Loss: A Unified Perspective of Pair Similarity Optimization Yifan Sun Changmao Cheng Yuhan Zhang Fangqiu Yi Liang Zheng Zhongdao Wang Yichen Wei 161 861 0 25 Feb 2020
Deep Representation Learning on Long-tailed Data: A Learnable Embedding Augmentation Perspective Jialun Liu Yifan Sun Chuchu Han Zhaopeng Dou Wenhui Li 96 207 0 25 Feb 2020
Suppressing Uncertainties for Large-Scale Facial Expression Recognition Kai Wang Xiaojiang Peng Jianfei Yang Shijian Lu Yu Qiao 116 494 0 24 Feb 2020
DotFAN: A Domain-transferred Face Augmentation Network for Pose and Illumination Invariant Face Recognition Hao-Chiang Shao Kang-Yu Liu Chia-Wen Lin Jiwen Lu CVBM 3DH 21 2 0 23 Feb 2020
Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition Philipp Terhörst Marco Huber Naser Damer Florian Kirchbuchner Arjan Kuijper PICV 72 18 0 21 Feb 2020
Dual-Attention GAN for Large-Pose Face Frontalization Yu Yin Songyao Jiang Joseph P. Robinson Y. Fu CVBM 132 61 0 17 Feb 2020
Face Recognition: Too Bias, or Not Too Bias? Joseph P. Robinson Gennady Livitz Yann Henon Can Qin Y. Fu Samson Timoner CVBM 100 127 0 16 Feb 2020
Recognizing Families In the Wild: White Paper for the 4th Edition Data Challenge Joseph P. Robinson Yu Yin Zaid Khan Ming Shao Siyu Xia Michael Stopa Samson Timoner Matthew Turk Rama Chellappa Y. Fu 64 20 0 15 Feb 2020
Single Unit Status in Deep Convolutional Neural Network Codes for Face Identification: Sparseness Redefined Connor J. Parde Y. Colón Matthew Q. Hill Carlos D. Castillo Prithviraj Dhar A. O’toole CVBM 70 8 0 14 Feb 2020
Spectrum Translation for Cross-Spectral Ocular Matching Kevin Hernandez Diaz F. Alonso-Fernandez J. Bigün 41 3 0 14 Feb 2020
A Set of Distinct Facial Traits Learned by Machines Is Not Predictive of Appearance Bias in the Wild Ryan Steed Aylin Caliskan CVBM 27 2 0 13 Feb 2020
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization Philipp Terhörst Jan Niklas Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper 147 58 0 10 Feb 2020
Asymmetric Rejection Loss for Fairer Face Recognition Haoyu Qin CVBM 50 8 0 09 Feb 2020
How Does Gender Balance In Training Data Affect Face Recognition Accuracy? Vítor Albiero Kai Zhang Kevin W. Bowyer CVBM FaML 78 65 0 07 Feb 2020
Joint Deep Learning of Facial Expression Synthesis and Recognition Y. Yan Ying Huang Si Chen Chunhua Shen Hanzi Wang 31 33 0 06 Feb 2020
Analysis of Gender Inequality In Face Recognition Accuracy Vítor Albiero S. KrishnapriyaK. Kushal Vangara Kai Zhang Michael C. King Kevin W. Bowyer CVBM 71 94 0 31 Jan 2020
Boosting Deep Face Recognition via Disentangling Appearance and Geometry Ali Dabouei Fariborz Taherkhani Sobhan Soleymani J. Dawson Nasser M. Nasrabadi CVBM 41 10 0 13 Jan 2020
Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification Chris Dulhanty A. Wong CVBM 32 12 0 09 Jan 2020
Identifying and Compensating for Feature Deviation in Imbalanced Deep Learning Han-Jia Ye Hong-You Chen De-Chuan Zhan Wei-Lun Chao 138 102 0 06 Jan 2020
Discrimination-aware Network Pruning for Deep Model Compression Jing Liu Bohan Zhuang Zhuangwei Zhuang Yong Guo Junzhou Huang Jin-Hui Zhu Mingkui Tan CVBM 76 120 0 04 Jan 2020
Identity Document to Selfie Face Matching Across Adolescence Vítor Albiero Nisha Srinivas Esteban Villalobos Jorge Perez-Facuse Robert Rosenthal Domingo Mery K. Ricanek Kevin W. Bowyer CVBM 49 12 0 20 Dec 2019
Large-scale Multi-modal Person Identification in Real Unconstrained Environments Jiajie Ye Y. Guan Junfa Liu Xinghong Huang Kuanqi Cai 28 1 0 17 Dec 2019
Deep Poisoning: Towards Robust Image Data Sharing against Visual Disclosure Haojie Guo Brian Dolhansky Eric Hsin Phong Dinh Cristian Canton Ferrer Song Wang FedML 64 2 0 14 Dec 2019
Exploring Unlabeled Faces for Novel Attribute Discovery Hyojin Bahng Sunghyo Chung Seungjoo Yoo Jaegul Choo CVBM 107 12 0 06 Dec 2019
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis Davood Karimi Haoran Dou Simon K. Warfield Ali Gholipour NoLa 133 551 0 05 Dec 2019
Cross-Resolution Learning for Face Recognition F. V. Massoli Giuseppe Amato Fabrizio Falchi SupR CVBM 94 70 0 05 Dec 2019
Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing Ajian Liu Zichang Tan Xuan Li Jun Wan Sergio Escalera G. Guo Stan Z. Li CVBM 68 11 0 05 Dec 2019
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics Ignacio Serna Aythami Morales Julian Fierrez Manuel Cebrian Nick Obradovich Iyad Rahwan FaML OOD CVBM 71 42 0 04 Dec 2019
Biometrics Recognition Using Deep Learning: A Survey Shervin Minaee AmirAli Abdolrashidi Hang Su Bennamoun David C. Zhang 113 85 0 30 Nov 2019
A novel classification-selection approach for the self updating of template-based face recognition systems G. Orrú G. L. Marcialis Fabio Roli 3DH 27 23 0 28 Nov 2019
FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization Xi Yin Ying Tai Yanhua Huang Xiaoming Liu PICV CVBM 84 45 0 26 Nov 2019
Mis-classified Vector Guided Softmax Loss for Face Recognition Xiaobo Wang Shifeng Zhang Shuo Wang Tianyu Fu Hailin Shi Tao Mei CVBM 66 165 0 26 Nov 2019
Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning Mei Wang Weihong Deng CVBM 102 235 0 25 Nov 2019
Adversarial Learning of Privacy-Preserving and Task-Oriented Representations Taihong Xiao Yi-Hsuan Tsai Kihyuk Sohn Manmohan Chandraker Ming-Hsuan Yang 76 75 0 22 Nov 2019
Voice-Face Cross-modal Matching and Retrieval: A Benchmark Chuyu Xiong Deyuan Zhang Tao Liu Xiaoyong Du CVBM 48 9 0 21 Nov 2019
Search to Distill: Pearls are Everywhere but not the Eyes Yu Liu Xuhui Jia Mingxing Tan Raviteja Vemulapalli Yukun Zhu Bradley Green Xiaogang Wang 109 68 0 20 Nov 2019
Jointly De-biasing Face Recognition and Demographic Attribute Estimation Sixue Gong Xiaoming Liu Anil K. Jain CML 107 27 0 19 Nov 2019
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks Yuheng Zhang R. Jia Hengzhi Pei Wenxiao Wang Yue Liu Basel Alomair AAML 115 422 0 17 Nov 2019
Does Face Recognition Accuracy Get Better With Age? Deep Face Matchers Say No Vítor Albiero Kevin W. Bowyer Kushal Vangara Michael C. King CVBM 41 38 0 14 Nov 2019
A Scalable Approach for Facial Action Unit Classifier Training UsingNoisy Data for Pre-Training Alberto Fung Daniel J. McDuff CVBM 59 4 0 14 Nov 2019
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection João C. Neves Ruben Tolosana R. Vera-Rodríguez Vasco Lopes Hugo Proencca Julian Fierrez AAML PICV 123 131 0 13 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 122 337 0 10 Nov 2019
Dynamic Deep Multi-task Learning for Caricature-Visual Face Recognition Zuheng Ming J. Burie M. Luqman CVBM 48 2 0 08 Nov 2019
Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning Valentin Vielzeuf Alexis Lechervy S. Pateux F. Jurie CVBM 65 5 0 08 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and Parsing I. Masi Joe Mathai Wael AbdAlmageed CVBM 122 16 0 03 Nov 2019
Unknown Identity Rejection Loss: Utilizing Unlabeled Data for Face Recognition Haiming Yu Yin Fan Keyu Chen He Yan Xiangju Lu Junhui Liu Danming Xie CVBM 50 12 0 24 Oct 2019
DISCERN: Diversity-based Selection of Centroids for k-Estimation and Rapid Non-stochastic Clustering Ali Hassani Amirarsalan Iranmanesh M. Eftekhari A. Salemi 58 4 0 14 Oct 2019
VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition Mengjia Yan Mengao Zhao Zining Xu Qian Zhang Guoli Wang Zhizhong Su CVBM 110 92 0 11 Oct 2019
ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence Chun Pong Lau Hossein Souri Rama Chellappa CVBM 66 30 0 07 Oct 2019
Automatic Group Cohesiveness Detection With Multi-modal Features Bin Zhu Xin Guo Kenneth Barner C. Boncelet 25 10 0 02 Oct 2019