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
Face Recognition: Too Bias, or Not Too Bias? Joseph P. Robinson Gennady Livitz Yann Henon Can Qin Y. Fu Samson Timoner CVBM 23 125 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 A. Turk Rama Chellappa Y. Fu 32 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 17 8 0 14 Feb 2020
Spectrum Translation for Cross-Spectral Ocular Matching Kevin Hernandez Diaz F. Alonso-Fernandez J. Bigün 9 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 6 2 0 13 Feb 2020
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization Philipp Terhörst J. Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper 19 56 0 10 Feb 2020
Asymmetric Rejection Loss for Fairer Face Recognition Haoyu Qin CVBM 11 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 9 62 0 07 Feb 2020
Joint Deep Learning of Facial Expression Synthesis and Recognition Y. Yan Ying Huang Si Chen Chunhua Shen Hanzi Wang 12 30 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 6 93 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 8 10 0 13 Jan 2020
Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification Chris Dulhanty A. Wong CVBM 14 11 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 32 99 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 19 118 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 18 11 0 20 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 15 2 0 14 Dec 2019
Exploring Unlabeled Faces for Novel Attribute Discovery Hyojin Bahng Sunghyo Chung Seungjoo Yoo Jaegul Choo CVBM 16 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 15 535 0 05 Dec 2019
Cross-Resolution Learning for Face Recognition F. V. Massoli Giuseppe Amato Fabrizio Falchi SupR CVBM 11 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 19 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 13 40 0 04 Dec 2019
Biometrics Recognition Using Deep Learning: A Survey Shervin Minaee AmirAli Abdolrashidi Hang Su Bennamoun David C. Zhang 19 84 0 30 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 27 67 0 20 Nov 2019
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks Yuheng Zhang R. Jia Hengzhi Pei Wenxiao Wang Bo-wen Li D. Song AAML 19 410 0 17 Nov 2019
A Scalable Approach for Facial Action Unit Classifier Training UsingNoisy Data for Pre-Training Alberto Fung Daniel J. McDuff CVBM 20 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 19 128 0 13 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and Parsing I. Masi Joe Mathai Wael AbdAlmageed CVBM 19 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 13 12 0 24 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 16 91 0 11 Oct 2019
ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence Chun Pong Lau Hossein Souri Rama Chellappa CVBM 12 30 0 07 Oct 2019
Generative One-Shot Face Recognition Zhengming Ding Yandong Guo Lei Zhang Y. Fu VLM GAN CVBM 24 10 0 28 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Adversarial Learning with Margin-based Triplet Embedding Regularization Yaoyao Zhong Weihong Deng AAML 17 50 0 20 Sep 2019
Transferability and Hardness of Supervised Classification Tasks Anh Tran Cuong V Nguyen Tal Hassner 134 164 0 21 Aug 2019
Video Face Clustering with Unknown Number of Clusters Makarand Tapaswi M. Law Sanja Fidler CVBM 21 60 0 09 Aug 2019
Exploring Factors for Improving Low Resolution Face Recognition O. A. Aghdam Behzad Bozorgtabar H. K. Ekenel Jean-Philippe Thiran CVBM 14 24 0 23 Jul 2019
VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing Qian Zhang Jianjun Li Meng Yao Liangchen Song Helong Zhou Zhichao Li Wenming Meng Xuezhi Zhang Guoli Wang 18 22 0 12 Jul 2019
Frame attention networks for facial expression recognition in videos Debin Meng Xiaojiang Peng Kai Wang Yu Qiao CVBM 11 169 0 29 Jun 2019
Deep Face Recognition Model Compression via Knowledge Transfer and Distillation J. Karlekar Jiashi Feng Zi Sian Wong Sugiri Pranata CVBM 21 13 0 03 Jun 2019
Large Scale Incremental Learning Yue Wu Yinpeng Chen Lijuan Wang Yuancheng Ye Zicheng Liu Yandong Guo Y. Fu CLL 11 1,230 0 30 May 2019
Characterizing Bias in Classifiers using Generative Models Daniel J. McDuff Shuang Ma Yale Song Ashish Kapoor 31 47 0 30 May 2019
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations Xiao Zhang Rui Zhao Yu Qiao Xiaogang Wang Hongsheng Li CVBM 19 214 0 01 May 2019
A Deeper Look at Facial Expression Dataset Bias Shan Li Weihong Deng 14 103 0 25 Apr 2019
Facial Feature Embedded CycleGAN for VIS-NIR Translation Huijiao Wang Li Wang Xulei Yang Lei Yu Haijian Zhang CVBM 21 18 0 20 Apr 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 24 1,131 0 10 Apr 2019
Correlation Congruence for Knowledge Distillation Baoyun Peng Xiao Jin Jiaheng Liu Shunfeng Zhou Yichao Wu Yu Liu Dongsheng Li Zhaoning Zhang 45 507 0 03 Apr 2019
Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets Riccardo Volpi Vittorio Murino 39 29 0 28 Mar 2019
Self-Supervised Learning of Face Representations for Video Face Clustering Vivek Sharma Makarand Tapaswi M. Sarfraz Rainer Stiefelhagen SSL CVBM 9 49 0 03 Mar 2019
An Automatic System for Unconstrained Video-Based Face Recognition Jingxiao Zheng Rajeev Ranjan Ching-Hui Chen Jun-Cheng Chen Carlos D. Castillo Rama Chellappa CVBM 27 49 0 10 Dec 2018
FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis Yujun Shen Bolei Zhou Ping Luo Xiaoou Tang CVBM 33 38 0 04 Dec 2018