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
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 48 1,137 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 63 507 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 19 49 0 03 Mar 2019
A Performance Comparison of Loss Functions for Deep Face Recognition Yash Srivastava Vaishnav Murali S. Dubey CVBM 36 47 0 01 Jan 2019
Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed Matthew Q. Hill Connor J. Parde Carlos D. Castillo Y. Colón Rajeev Ranjan Jun-Cheng Chen V. Blanz A. O’toole CVBM 14 56 0 28 Dec 2018
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 35 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
MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices C. Duong Kha Gia Quach Ibsa Jalata Nghia T. Nguyen Khoa Luu CVBM 3DH 41 58 0 27 Nov 2018
Low-Resolution Face Recognition Zhiyi Cheng Xiatian Zhu S. Gong CVBM 29 116 0 21 Nov 2018
Recognizing Disguised Faces in the Wild Maneet Singh Richa Singh Mayank Vatsa Nalini Ratha Rama Chellappa CVBM 33 55 0 21 Nov 2018
GhostVLAD for set-based face recognition Yujie Zhong Relja Arandjelović Andrew Zisserman VLM CVBM 16 83 0 23 Oct 2018
Global and Local Consistent Wavelet-domain Age Synthesis Peipei Li Yibo Hu Ran He Zhenan Sun CVBM 32 42 0 20 Sep 2018
Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition Xiaohang Zhan Ziwei Liu Junjie Yan Dahua Lin Chen Change Loy CVBM 30 73 0 05 Sep 2018
Pairwise Relational Networks for Face Recognition Bong-Nam Kang Y. Kim Daijin Kim CVBM 34 36 0 15 Aug 2018
Git Loss for Deep Face Recognition Alessandro Calefati Muhammad Kamran Janjua Shah Nawaz I. Gallo CVBM 25 20 0 23 Jul 2018
Talking Face Generation by Adversarially Disentangled Audio-Visual Representation Hang Zhou Yu Liu Ziwei Liu Ping Luo Xiaogang Wang CVBM 31 437 0 20 Jul 2018
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 266 2,242 0 14 Jun 2018
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking Haichuan Yang Yuhao Zhu Ji Liu CVBM 19 36 0 12 Jun 2018
Large-scale Bisample Learning on ID Versus Spot Face Recognition Xiangyu Zhu Hao Liu Zhen Lei Hailin Shi Fan Yang Dong Yi Guojun Qi Stan Z. Li CVBM 32 47 0 08 Jun 2018
Face Synthesis for Eyeglass-Robust Face Recognition Jianzhu Guo Xiangyu Zhu Zhen Lei Stan Z. Li CVBM 21 37 0 04 Jun 2018
Minimum Margin Loss for Deep Face Recognition Xin Wei Hui Wang B. Scotney Huan Wan CVBM 39 41 0 17 May 2018
DocFace: Matching ID Document Photos to Selfies Yichun Shi Anil K. Jain CVBM 35 34 0 06 May 2018
Towards Interpretable Face Recognition Bangjie Yin Luan Tran Haoxiang Li Xiaohui Shen Xiaoming Liu CVBM 22 82 0 02 May 2018
Surveillance Face Recognition Challenge Zhiyi Cheng Xiatian Zhu S. Gong CVBM AAML 27 68 0 25 Apr 2018
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices Sheng Chen Yang Liu Xiang Gao Zhen Han CVBM 3DH 30 557 0 20 Apr 2018
Transformation on Computer-Generated Facial Image to Avoid Detection by Spoofing Detector H. Nguyen Ngoc-Dung T. Tieu Hoang-Quoc Nguyen-Son Junichi Yamagishi Isao Echizen CVBM 16 8 0 12 Apr 2018
Exploring Disentangled Feature Representation Beyond Face Identification Yu Liu Fangyin Wei Jing Shao Lu Sheng Junjie Yan Xiaogang Wang CoGe CVBM 27 155 0 10 Apr 2018
Learning Deep Representations with Probabilistic Knowledge Transfer Nikolaos Passalis Anastasios Tefas 31 406 0 28 Mar 2018
Faces as Lighting Probes via Unsupervised Deep Highlight Extraction Renjiao Yi Chenyang Zhu P. Tan Stephen Lin 3DH CVBM 24 42 0 16 Mar 2018
Ring loss: Convex Feature Normalization for Face Recognition Yutong Zheng Dipan K. Pal Marios Savvides CVBM 21 198 0 28 Feb 2018
Incremental Classifier Learning with Generative Adversarial Networks Yue Wu Yinpeng Chen Lijuan Wang Yuancheng Ye Zicheng Liu Yandong Guo Zhengyou Zhang Y. Fu GAN 29 108 0 02 Feb 2018
Accelerated Training for Massive Classification via Dynamic Class Selection Xingcheng Zhang Lei Yang Junjie Yan Dahua Lin 33 41 0 05 Jan 2018
Integrated Face Analytics Networks through Cross-Dataset Hybrid Training Jianshu Li Shengtao Xiao Fang Zhao Jian-jun Zhao Jianan Li Jiashi Feng Shuicheng Yan Terence Sim CVBM 61 19 0 16 Nov 2017
Longitudinal Study of Child Face Recognition Debayan Deb N. Nain Anil K. Jain CVBM 38 64 0 10 Nov 2017
When 3D-Aided 2D Face Recognition Meets Deep Learning: An extended UR2D for Pose-Invariant Face Recognition Xiang Xu Pengfei Dou Ha A. Le I. Kakadiaris CVBM 29 2 0 19 Sep 2017
Adversarial Discriminative Heterogeneous Face Recognition Lingxiao Song Man Zhang Xiang Wu Ran He CVBM 28 94 0 12 Sep 2017
Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification Yi Li Lingxiao Song Xiang Wu Ran He Tieniu Tan CVBM GAN 19 48 0 12 Sep 2017
Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition Ran He Xiang Wu Zhenan Sun Tieniu Tan CVBM 30 277 0 08 Aug 2017
One-shot Face Recognition by Promoting Underrepresented Classes Yandong Guo Lei Zhang CVBM 38 104 0 18 Jul 2017
von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification Abul Hasnat Julien Bohné Jonathan Milgram S. Gentric Liming Chen CVBM 49 91 0 13 Jun 2017
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks Chris Donahue Zachary Chase Lipton Akshay Balsubramani Julian McAuley GAN 41 120 0 22 May 2017
The Do's and Don'ts for CNN-based Face Verification Ankan Bansal Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 29 96 0 21 May 2017
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang Shu Zhang Tianyu Li Ran He GAN CVBM 41 630 0 13 Apr 2017
Coupled Deep Learning for Heterogeneous Face Recognition Xiang Wu Lingxiao Song Ran He Tieniu Tan CVBM 29 102 0 08 Apr 2017
L2-constrained Softmax Loss for Discriminative Face Verification Rajeev Ranjan Carlos D. Castillo Rama Chellappa CVBM 26 452 0 28 Mar 2017
DeepVisage: Making face recognition simple yet with powerful generalization skills A. Hasnat Julien Bohné Jonathan Milgram S. Gentric Liming Chen CVBM 40 46 0 24 Mar 2017
A Proximity-Aware Hierarchical Clustering of Faces Wei-An Lin Jun-Cheng Chen Rama Chellappa CVBM 24 52 0 14 Mar 2017
Range Loss for Deep Face Recognition with Long-tail Xiao Zhang Zhiyuan Fang Yandong Wen Zhifeng Li Yu Qiao CVBM 243 447 0 28 Nov 2016
UMDFaces: An Annotated Face Dataset for Training Deep Networks Ankan Bansal Anirudh Nanduri Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 3DH 36 214 0 04 Nov 2016