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
On Improving the Generalization of Face Recognition in the Presence of Occlusions Xiang Xu N. Sarafianos I. Kakadiaris CVBM 12 13 0 11 Jun 2020
More Information Supervised Probabilistic Deep Face Embedding Learning Ying Huang Shangfeng Qiu Wenwei Zhang Xianghui Luo Jinzhuo Wang CVBM 24 2 0 08 Jun 2020
Continual Representation Learning for Biometric Identification Bo-Lu Zhao Shixiang Tang Dapeng Chen Hakan Bilen Rui Zhao CLL 22 34 0 08 Jun 2020
A Multi-Task Comparator Framework for Kinship Verification S. Hörmann Martin Knoche Gerhard Rigoll 13 15 0 02 Jun 2020
Challenge report: Recognizing Families In the Wild Data Challenge Zhipeng Luo Zhiguang Zhang Zhenyu Xu Lixuan Che 12 13 0 30 May 2020
Beware the evolving íntelligent' web service! An integration architecture tactic to guard AI-first components Alex Cummaudo Scott Barnett Rajesh Vasa J. Grundy Mohamed Abdelrazek 32 12 0 27 May 2020
Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition Bing Cao N. Wang Xinbo Gao Jie Li Zhifeng Li CVBM 16 14 0 25 May 2020
Recognizing Families through Images with Pretrained Encoder Tuan-Duy H. Nguyen Huu-Nghia H. Nguyen Hieu Dao CVBM 11 6 0 24 May 2020
GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face Recognition Y. Kim Wonpyo Park Myung-Cheol Roh Jongju Shin CVBM 46 88 0 21 May 2020
Consistent and Flexible Selectivity Estimation for High-Dimensional Data Yaoshu Wang Chuan Xiao Jianbin Qin Rui Mao Onizuka Makoto Wei Wang Rui Zhang Yoshiharu Ishikawa 33 14 0 20 May 2020
Omni-supervised Facial Expression Recognition via Distilled Data Ping Liu Yunchao Wei Zibo Meng Weihong Deng Qiufeng Wang Yi Yang 23 1 0 18 May 2020
Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study Markos Georgopoulos Yannis Panagakis M. Pantic 26 35 0 15 May 2020
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning Ignacio Serna Aythami Morales Julian Fierrez Manuel Cebrian Nick Obradovich Iyad Rahwan FaML CVBM 25 74 0 22 Apr 2020
Cosmetic-Aware Makeup Cleanser Yi Li Huaibo Huang Junchi Yu Ran He Tieniu Tan 14 1 0 20 Apr 2020
Towards Transferable Adversarial Attack against Deep Face Recognition Yaoyao Zhong Weihong Deng AAML 11 155 0 13 Apr 2020
Minimizing FLOPs to Learn Efficient Sparse Representations Biswajit Paria Chih-Kuan Yeh Ian En-Hsu Yen N. Xu Pradeep Ravikumar Barnabás Póczós 31 65 0 12 Apr 2020
Orthogonal Over-Parameterized Training Weiyang Liu Rongmei Lin Zhen Liu James M. Rehg Liam Paull Li Xiong Le Song Adrian Weller 32 41 0 09 Apr 2020
LIAAD: Lightweight Attentive Angular Distillation for Large-scale Age-Invariant Face Recognition Thanh-Dat Truong C. Duong Kha Gia Quach Ngan Le Tien D. Bui Khoa Luu CVBM 6 8 0 09 Apr 2020
A Method for Curation of Web-Scraped Face Image Datasets Kai Zhang Vítor Albiero Kevin W. Bowyer CVBM 19 5 0 07 Apr 2020
Clustering based Contrastive Learning for Improving Face Representations Vivek Sharma Makarand Tapaswi M. Sarfraz Rainer Stiefelhagen CVBM SSL 24 46 0 05 Apr 2020
Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning Guoqing Wang Hu Han Shiguang Shan Xilin Chen CVBM OOD 19 168 0 04 Apr 2020
Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition Philipp Terhörst J. Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper CML CVBM 9 40 0 02 Apr 2020
Learning to Cluster Faces via Confidence and Connectivity Estimation Lei Yang Dapeng Chen Xiaohang Zhan Rui Zhao Chen Change Loy Dahua Lin 3DH GNN CVBM 13 87 0 01 Apr 2020
Domain Balancing: Face Recognition on Long-Tailed Domains Dong Cao Xiangyu Zhu Xingyu Huang Jianzhu Guo Zhen Lei CVBM 23 69 0 30 Mar 2020
Dynamic Region-Aware Convolution Jin Chen Xijun Wang Zichao Guo Xinming Zhang Jian Sun 16 116 0 27 Mar 2020
Compact Deep Aggregation for Set Retrieval Yujie Zhong Relja Arandjelović Andrew Zisserman CVBM 3DH 29 14 0 26 Mar 2020
Data Uncertainty Learning in Face Recognition Jie Chang Zhonghao Lan Changmao Cheng Yichen Wei CVBM 6 265 0 25 Mar 2020
Re-Training StyleGAN -- A First Step Towards Building Large, Scalable Synthetic Facial Datasets Viktor Varkarakis S. Bazrafkan Peter Corcoran GAN 15 4 0 24 Mar 2020
Dataset Cleaning -- A Cross Validation Methodology for Large Facial Datasets using Face Recognition Viktor Varkarakis Peter Corcoran CVBM 17 7 0 24 Mar 2020
Balanced Alignment for Face Recognition: A Joint Learning Approach Huawei Wei Peng Lu Yichen Wei CVBM 20 4 0 23 Mar 2020
SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness Philipp Terhörst J. Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 12 165 0 20 Mar 2020
Face-Off: Adversarial Face Obfuscation Varun Chandrasekaran Chuhan Gao Brian Tang Kassem Fawaz S. Jha Suman Banerjee PICV 9 44 0 19 Mar 2020
Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images Hang Zhou Jihao Liu Ziwei Liu Yu Liu Xiaogang Wang CVBM 3DH 18 103 0 18 Mar 2020
Boosting Unconstrained Face Recognition with Auxiliary Unlabeled Data Yichun Shi Anil K. Jain CVBM 48 1 0 17 Mar 2020
Learning Meta Face Recognition in Unseen Domains Jianzhu Guo Xiangyu Zhu Chenxu Zhao Dong Cao Zhen Lei Stan Z. Li CVBM OOD 22 142 0 17 Mar 2020
Building Computationally Efficient and Well-Generalizing Person Re-Identification Models with Metric Learning V. Sovrasov Dmitry Sidnev 18 11 0 17 Mar 2020
Towards Face Encryption by Generating Adversarial Identity Masks Xiao Yang Yinpeng Dong Tianyu Pang Hang Su Jun Zhu YueFeng Chen H. Xue AAML PICV 29 72 0 15 Mar 2020
xCos: An Explainable Cosine Metric for Face Verification Task Yu-sheng Lin Zhe-Yu Liu Yu-An Chen Yu-Siang Wang Ya-Liang Chang Winston H. Hsu CVBM 25 46 0 11 Mar 2020
Cross-modal Multi-task Learning for Graphic Recognition of Caricature Face Zuheng Ming J. Burie M. Luqman CVBM 20 0 0 10 Mar 2020
When Person Re-identification Meets Changing Clothes Fangbin Wan Yang Wu Xuelin Qian Yixiong Chen Yanwei Fu 108 112 0 09 Mar 2020
MarginDistillation: distillation for margin-based softmax D. Svitov S. Alyamkin CVBM 12 9 0 05 Mar 2020
Relational Deep Feature Learning for Heterogeneous Face Recognition Myeongah Cho Taeoh Kim Ig-Jae Kim Kyungjae Lee Sangyoun Lee CVBM 32 37 0 02 Mar 2020
Reducing Geographic Performance Differential for Face Recognition Martins Bruveris Jochem Gietema Pouria Mortazavian Mohan Mahadevan CVBM 6 8 0 27 Feb 2020
Towards Universal Representation Learning for Deep Face Recognition Yichun Shi Xiang Yu Kihyuk Sohn Manmohan Chandraker Anil K. Jain CVBM OOD 17 148 0 26 Feb 2020
Circle Loss: A Unified Perspective of Pair Similarity Optimization Yifan Sun Changmao Cheng Yuhan Zhang Chi Zhang Liang Zheng Zhongdao Wang Yichen Wei 9 850 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 16 206 0 25 Feb 2020
Suppressing Uncertainties for Large-Scale Facial Expression Recognition Kai Wang Xiaojiang Peng Jianfei Yang Shijian Lu Yu Qiao 10 482 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 6 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 11 16 0 21 Feb 2020
Dual-Attention GAN for Large-Pose Face Frontalization Yu Yin Songyao Jiang Joseph P. Robinson Y. Fu CVBM 21 60 0 17 Feb 2020