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MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition

MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition

27 July 2016
Yandong Guo
Lei Zhang
Yuxiao Hu
Xiaodong He
Jianfeng Gao
    CVBM
ArXiv (abs)PDFHTML

Papers citing "MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition"

50 / 890 papers shown
Gendered Differences in Face Recognition Accuracy Explained by
  Hairstyles, Makeup, and Facial Morphology
Gendered Differences in Face Recognition Accuracy Explained by Hairstyles, Makeup, and Facial MorphologyIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2021
Vítor Albiero
Kai Zhang
Michael C. King
Kevin W. Bowyer
CVBM
155
59
0
29 Dec 2021
FedFR: Joint Optimization Federated Framework for Generic and
  Personalized Face Recognition
FedFR: Joint Optimization Federated Framework for Generic and Personalized Face RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2021
Chih-Ting Liu
Chien-Yi Wang
Shao-Yi Chien
S. Lai
FedML
301
47
0
23 Dec 2021
High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth
  Estimation and Mask-Guided Attention Network
High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth Estimation and Mask-Guided Attention NetworkIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2021
Meng-Tzu Chiu
Hsun-Ying Cheng
Chien-Yi Wang
S. Lai
3DHCVBM
107
11
0
22 Dec 2021
ArcFace Knows the Gender, Too!
ArcFace Knows the Gender, Too!
Majid Farzaneh
FaMLCVBM
91
1
0
19 Dec 2021
Distill and De-bias: Mitigating Bias in Face Verification using
  Knowledge Distillation
Distill and De-bias: Mitigating Bias in Face Verification using Knowledge Distillation
Prithviraj Dhar
Joshua Gleason
A. Roy
Carlos D. Castillo
P. Phillips
Ramalingam Chellappa
CVBM
244
8
0
17 Dec 2021
Federated Learning for Face Recognition with Gradient Correction
Federated Learning for Face Recognition with Gradient Correction
Yifan Niu
Weihong Deng
FedML
242
76
0
14 Dec 2021
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative
  Classifiability
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
Fadi Boutros
Meiling Fang
Marcel Klemt
Biying Fu
Naser Damer
CVBM
306
110
0
13 Dec 2021
Mask-invariant Face Recognition through Template-level Knowledge
  Distillation
Mask-invariant Face Recognition through Template-level Knowledge Distillation
Marco Huber
Fadi Boutros
Florian Kirchbuchner
Naser Damer
CVBM
131
37
0
10 Dec 2021
Explainability of the Implications of Supervised and Unsupervised Face
  Image Quality Estimations Through Activation Map Variation Analyses in Face
  Recognition Models
Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition Models
Biying Fu
Naser Damer
AAMLCVBM
158
11
0
09 Dec 2021
CoSSL: Co-Learning of Representation and Classifier for Imbalanced
  Semi-Supervised Learning
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning
Yue Fan
Dengxin Dai
Anna Kukleva
Bernt Schiele
241
58
0
08 Dec 2021
SoK: Anti-Facial Recognition Technology
SoK: Anti-Facial Recognition Technology
Emily Wenger
Shawn Shan
Haitao Zheng
Ben Y. Zhao
PICV
205
19
0
08 Dec 2021
General Facial Representation Learning in a Visual-Linguistic Manner
General Facial Representation Learning in a Visual-Linguistic MannerComputer Vision and Pattern Recognition (CVPR), 2021
Yinglin Zheng
Hao Yang
Ting Zhang
Jianmin Bao
Dongdong Chen
Yangyu Huang
Lu Yuan
Dong Chen
Ming Zeng
Fang Wen
CVBM
474
232
0
06 Dec 2021
Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning
  Research
Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research
Bernard Koch
Emily L. Denton
A. Hanna
J. Foster
227
164
0
03 Dec 2021
AVA-AVD: Audio-Visual Speaker Diarization in the Wild
AVA-AVD: Audio-Visual Speaker Diarization in the WildACM Multimedia (MM), 2021
Eric Z. Xu
Zeyang Song
Satoshi Tsutsui
C. Feng
Mang Ye
Mike Zheng Shou
VGen
433
56
0
29 Nov 2021
Heterogeneous Visible-Thermal and Visible-Infrared Face Recognition
  using Unit-Class Loss and Cross-Modality Discriminator
Heterogeneous Visible-Thermal and Visible-Infrared Face Recognition using Unit-Class Loss and Cross-Modality Discriminator
U. Cheema
Mobeen Ahmad
Dongil Han
S. Moon
CVBM
123
5
0
29 Nov 2021
QMagFace: Simple and Accurate Quality-Aware Face Recognition
QMagFace: Simple and Accurate Quality-Aware Face RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Philipp Terhörst
Malte Ihlefeld
Marco Huber
Naser Damer
Florian Kirchbuchner
Kiran Raja
Arjan Kuijper
CVBM
329
58
0
26 Nov 2021
GB-CosFace: Rethinking Softmax-based Face Recognition from the
  Perspective of Open Set Classification
GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set ClassificationAsian Conference on Computer Vision (ACCV), 2021
Lizhe Liu
Mingqiang Chen
Xiaohao Chen
Siyu Zhu
Ping Tan
CVBM
187
4
0
22 Nov 2021
NTD: Non-Transferability Enabled Backdoor Detection
NTD: Non-Transferability Enabled Backdoor Detection
Yinshan Li
Hua Ma
Zhi-Li Zhang
Yansong Gao
A. Abuadbba
Anmin Fu
Yifeng Zheng
S. Al-Sarawi
Derek Abbott
AAML
179
6
0
22 Nov 2021
Adversarial Mask: Real-World Universal Adversarial Attack on Face
  Recognition Model
Adversarial Mask: Real-World Universal Adversarial Attack on Face Recognition Model
Alon Zolfi
S. Avidan
Yuval Elovici
A. Shabtai
AAMLPICV
220
34
0
21 Nov 2021
Geometrically Adaptive Dictionary Attack on Face Recognition
Geometrically Adaptive Dictionary Attack on Face Recognition
Junyoung Byun
Hyojun Go
Changick Kim
AAML
205
4
0
08 Nov 2021
LiMuSE: Lightweight Multi-modal Speaker Extraction
LiMuSE: Lightweight Multi-modal Speaker Extraction
Qinghua Liu
Yating Huang
Yunzhe Hao
Jiaming Xu
Bo Xu
212
6
0
07 Nov 2021
STC speaker recognition systems for the NIST SRE 2021
STC speaker recognition systems for the NIST SRE 2021The Speaker and Language Recognition Workshop (SLR), 2021
Anastasia Avdeeva
Aleksei Gusev
Igor Korsunov
Alexander Kozlov
G. Lavrentyeva
...
Andrey Shulipa
Alisa Vinogradova
V. Volokhov
Evgeny Smirnov
Vasily Galyuk
163
18
0
03 Nov 2021
MixFace: Improving Face Verification Focusing on Fine-grained Conditions
MixFace: Improving Face Verification Focusing on Fine-grained Conditions
Junuk Jung
Sungbin Son
Joochan Park
Yongjun Park
Seon-Hoon Lee
Heung‐Seon Oh
CVBM
232
2
0
02 Nov 2021
Evaluation of Human and Machine Face Detection using a Novel Distinctive
  Human Appearance Dataset
Evaluation of Human and Machine Face Detection using a Novel Distinctive Human Appearance Dataset
Necdet Gurkan
Jordan W. Suchow
CVBM
195
3
0
01 Nov 2021
Longitudinal Analysis of Mask and No-Mask on Child Face Recognition
Longitudinal Analysis of Mask and No-Mask on Child Face RecognitionIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2021
Praveen Kumar Chandaliya
Zahid Akhtar
N. Nain
CVBM
420
9
0
29 Oct 2021
FocusFace: Multi-task Contrastive Learning for Masked Face Recognition
FocusFace: Multi-task Contrastive Learning for Masked Face RecognitionIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2021
Pedro C. Neto
Fadi Boutros
João Ribeiro Pinto
Naser Damer
Ana F. Sequeira
Jaime S. Cardoso
AAMLCVBM
170
41
0
28 Oct 2021
Feature and Label Embedding Spaces Matter in Addressing Image Classifier
  Bias
Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias
William Thong
Cees G. M. Snoek
162
16
0
27 Oct 2021
LAE : Long-tailed Age Estimation
LAE : Long-tailed Age EstimationInternational Conference on Computer Analysis of Images and Patterns (CAIP), 2021
Zenghao Bao
Marc Rigter
Paul Duckworth
Jun Wan
Xibo Ma
Zhen Lei
G. Guo
CVBM
127
6
0
25 Oct 2021
MTGLS: Multi-Task Gaze Estimation with Limited Supervision
MTGLS: Multi-Task Gaze Estimation with Limited SupervisionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Abdulaziz Shamsah
Munawar Hayat
Seth Hutchinson
Jarrod Knibbe
CVBM
378
28
0
23 Oct 2021
Improving Face Recognition with Large Age Gaps by Learning to
  Distinguish Children
Improving Face Recognition with Large Age Gaps by Learning to Distinguish ChildrenBritish Machine Vision Conference (BMVC), 2021
Jungsoo Lee
Jooyeol Yun
Sunghyun Park
Yonggyu Kim
Jaegul Choo
CVBM
145
7
0
22 Oct 2021
The Effect of Wearing a Face Mask on Face Image Quality
The Effect of Wearing a Face Mask on Face Image QualityIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2021
Biying Fu
Florian Kirchbuchner
Naser Damer
CVBM
287
16
0
21 Oct 2021
A Deep Insight into Measuring Face Image Utility with General and
  Face-specific Image Quality Metrics
A Deep Insight into Measuring Face Image Utility with General and Face-specific Image Quality MetricsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Biying Fu
Congmin Chen
O. Henniger
Naser Damer
CVBM
277
25
0
21 Oct 2021
Pixel-Level Face Image Quality Assessment for Explainable Face
  Recognition
Pixel-Level Face Image Quality Assessment for Explainable Face RecognitionIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2021
Philipp Terhörst
Marco Huber
Naser Damer
Florian Kirchbuchner
Kiran Raja
Arjan Kuijper
CVBM
411
38
0
21 Oct 2021
Measuring Hidden Bias within Face Recognition via Racial Phenotypes
Measuring Hidden Bias within Face Recognition via Racial Phenotypes
Seyma Yucer
Furkan Tektas
Noura Al Moubayed
T. Breckon
CVBM
170
29
0
19 Oct 2021
A Framework for Deprecating Datasets: Standardizing Documentation,
  Identification, and Communication
A Framework for Deprecating Datasets: Standardizing Documentation, Identification, and Communication
A. Luccioni
Frances Corry
H. Sridharan
Mike Ananny
J. Schultz
Kate Crawford
355
34
0
18 Oct 2021
Face Verification with Challenging Imposters and Diversified
  Demographics
Face Verification with Challenging Imposters and Diversified Demographics
Adrian Daniel Popescu
Liviu-Daniel Ștefan
Jérôme Deshayes-Chossart
Bogdan Ionescu
138
5
0
16 Oct 2021
Density-Based Clustering with Kernel Diffusion
Density-Based Clustering with Kernel Diffusion
Chao Zheng
Yingjie Chen
Chong Chen
Jianqiang Huang
Xiansheng Hua
185
0
0
11 Oct 2021
Biometric Template Protection for Neural-Network-based Face Recognition
  Systems: A Survey of Methods and Evaluation Techniques
Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation TechniquesIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2021
Vedrana Krivokuća Hahn
S´ebastien Marcel
CVBM
372
45
0
11 Oct 2021
An Experimental Evaluation on Deepfake Detection using Deep Face
  Recognition
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition
Sreeraj Ramachandran
Aakash Varma Nadimpalli
A. Rattani
CVBM
147
42
0
04 Oct 2021
Trustworthy AI: From Principles to Practices
Trustworthy AI: From Principles to Practices
Yue Liu
Peng Qi
Bo Liu
Shuai Di
Jingen Liu
Jiquan Pei
Jinfeng Yi
Bowen Zhou
483
530
0
04 Oct 2021
Universal Adversarial Spoofing Attacks against Face Recognition
Universal Adversarial Spoofing Attacks against Face Recognition
Takuma Amada
Seng Pei Liew
Kazuya Kakizaki
Toshinori Araki
PICVCVBMAAML
172
11
0
02 Oct 2021
ElasticFace: Elastic Margin Loss for Deep Face Recognition
ElasticFace: Elastic Margin Loss for Deep Face Recognition
Fadi Boutros
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
CVBM
376
267
0
20 Sep 2021
Dodging Attack Using Carefully Crafted Natural Makeup
Dodging Attack Using Carefully Crafted Natural Makeup
Nitzan Bitton-Guetta
A. Shabtai
Inderjeet Singh
Satoru Momiyama
Yuval Elovici
AAML
185
25
0
14 Sep 2021
MLFW: A Database for Face Recognition on Masked Faces
MLFW: A Database for Face Recognition on Masked Faces
Chengrui Wang
Han Fang
Yaoyao Zhong
Weihong Deng
CVBM
240
28
0
13 Sep 2021
SphereFace Revived: Unifying Hyperspherical Face Recognition
SphereFace Revived: Unifying Hyperspherical Face Recognition
Weiyang Liu
Yandong Wen
Bhiksha Raj
Rita Singh
Adrian Weller
3DHCVBM
296
51
0
12 Sep 2021
Face-NMS: A Core-set Selection Approach for Efficient Face Recognition
Face-NMS: A Core-set Selection Approach for Efficient Face Recognition
Yunze Chen
Junjie Huang
Jiagang Zhu
Zheng Zhu
Tian Yang
Guan Huang
Dalong Du
CVBM
103
1
0
10 Sep 2021
On Recognizing Occluded Faces in the Wild
On Recognizing Occluded Faces in the WildBiometrics and Electronic Signatures (BES), 2021
M. Erakin
Ugur Demir
H. K. Ekenel
CVBM
242
22
0
08 Sep 2021
Master Face Attacks on Face Recognition Systems
Master Face Attacks on Face Recognition SystemsIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2021
H. Nguyen
S´ebastien Marcel
Junichi Yamagishi
Isao Echizen
CVBM
140
22
0
08 Sep 2021
Rethinking Common Assumptions to Mitigate Racial Bias in Face
  Recognition Datasets
Rethinking Common Assumptions to Mitigate Racial Bias in Face Recognition Datasets
M. Gwilliam
Srinidhi Hegde
Lade Tinubu
Alex Hanson
274
37
1
07 Sep 2021
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine
  Learning
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine LearningAdvanced Sciences and Technologies for Security Applications (ASTSA), 2021
S. Zobaed
Md Fazle Rabby
Md Istiaq Hossain
Ekram Hossain
Sazib Hasan
Asif Karim
Khan Md. Hasib
AAML
186
20
0
07 Sep 2021
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