CosFace: Large Margin Cosine Loss for Deep Face Recognition

29 January 2018

Wei Liu

Papers citing "CosFace: Large Margin Cosine Loss for Deep Face Recognition"

50 / 432 papers shown

Title
A Method for Curation of Web-Scraped Face Image Datasets Kai Zhang Vítor Albiero Kevin W. Bowyer CVBM 24 5 0 07 Apr 2020
Google Landmarks Dataset v2 -- A Large-Scale Benchmark for Instance-Level Recognition and Retrieval Tobias Weyand A. Araújo Bingyi Cao Jack Sim 41 364 0 03 Apr 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 64 2,605 0 01 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 21 88 0 01 Apr 2020
Regularizing Class-wise Predictions via Self-knowledge Distillation Sukmin Yun Jongjin Park Kimin Lee Jinwoo Shin 29 276 0 31 Mar 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
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds Yongming Rao Jiwen Lu Jie Zhou 3DPC 33 131 0 29 Mar 2020
Negative Margin Matters: Understanding Margin in Few-shot Classification Bin Liu Yue Cao Yutong Lin Qi Li Zheng-Wei Zhang Mingsheng Long Han Hu 35 318 0 26 Mar 2020
In defence of metric learning for speaker recognition Joon Son Chung Jaesung Huh Seongkyu Mun Minjae Lee Hee-Soo Heo Soyeon Choe Chiheon Ham Sung-Ye Jung Bong-Jin Lee Icksang Han 32 433 0 26 Mar 2020
Towards Backward-Compatible Representation Learning Yantao Shen Yuanjun Xiong W. Xia Stefano Soatto 39 78 0 26 Mar 2020
Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval Shuhei Yokoo Kohei Ozaki E. Simo-Serra S. Iizuka 22 31 0 25 Mar 2020
Do We Need Depth in State-Of-The-Art Face Authentication? Amir Livne A. Bronstein Ron Kimmel Ziv Aviv Shahaf Grofit CVBM 18 0 0 24 Mar 2020
Balanced Alignment for Face Recognition: A Joint Learning Approach Huawei Wei Peng Lu Yichen Wei CVBM 28 4 0 23 Mar 2020
A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses Malik Boudiaf Jérôme Rony Imtiaz Masud Ziko Eric Granger M. Pedersoli Pablo Piantanida Ismail Ben Ayed SSL 23 158 0 19 Mar 2020
A Metric Learning Reality Check Kevin Musgrave Serge J. Belongie Ser-Nam Lim 59 475 0 18 Mar 2020
Child Face Age-Progression via Deep Feature Aging Debayan Deb Divyansh Aggarwal Anil K. Jain CVBM 21 3 0 17 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
Vec2Face: Unveil Human Faces from their Blackbox Features in Face Recognition C. Duong Thanh-Dat Truong Kha Gia Quach Hung Bui Kaushik Roy Khoa Luu CVBM 18 52 0 16 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 41 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 33 46 0 11 Mar 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 26 852 0 25 Feb 2020
Face Recognition: Too Bias, or Not Too Bias? Joseph P. Robinson Gennady Livitz Yann Henon Can Qin Y. Fu Samson Timoner CVBM 28 125 0 16 Feb 2020
Video Face Super-Resolution with Motion-Adaptive Feedback Cell J. Xin Nannan Wang Jie Li Xinbo Gao Zhifeng Li SupR CVBM 32 12 0 15 Feb 2020
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification Dongliang Chang Yifeng Ding Jiyang Xie A. Bhunia Xiaoxu Li Zhanyu Ma Ming Wu Jun Guo Yi-Zhe Song 35 300 0 11 Feb 2020
How Does Gender Balance In Training Data Affect Face Recognition Accuracy? Vítor Albiero Kai Zhang Kevin W. Bowyer CVBM FaML 17 62 0 07 Feb 2020
Exploiting Semantics for Face Image Deblurring Ziyi Shen Wei-Sheng Lai Tingfa Xu Jan Kautz Ming-Hsuan Yang CVBM 27 33 0 19 Jan 2020
Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification Chris Dulhanty A. Wong CVBM 24 11 0 09 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 19 119 0 04 Jan 2020
PrivacyNet: Semi-Adversarial Networks for Multi-attribute Face Privacy Vahid Mirjalili S. Raschka Arun Ross PICV CVBM 22 101 0 02 Jan 2020
Deep Manifold Embedding for Hyperspectral Image Classification Z. Gong Weidong Hu Xiaoyong Du P. Zhong Panhe Hu 29 27 0 24 Dec 2019
Angular Visual Hardness Beidi Chen Weiyang Liu Zhiding Yu Jan Kautz Anshumali Shrivastava Animesh Garg Anima Anandkumar AAML 43 51 0 04 Dec 2019
Adjusting Decision Boundary for Class Imbalanced Learning Byungju Kim Junmo Kim 30 76 0 04 Dec 2019
Biometrics Recognition Using Deep Learning: A Survey Shervin Minaee AmirAli Abdolrashidi Hang Su Bennamoun David C. Zhang 26 84 0 30 Nov 2019
Open Cross-Domain Visual Search William Thong Pascal Mettes Cees G. M. Snoek 30 13 0 19 Nov 2019
Finding Missing Children: Aging Deep Face Features Debayan Deb Divyansh Aggarwal Anil K. Jain CVBM 26 11 0 18 Nov 2019
Data-Free Point Cloud Network for 3D Face Recognition Ziyu Zhang F. Da Yi Yu CVBM 3DH 3DPC 36 12 0 12 Nov 2019
A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample F. Mokhayeri Srini Iyer CVBM 21 26 0 05 Oct 2019
Visual Explanation for Deep Metric Learning Sijie Zhu Taojiannan Yang Chong Chen FAtt 30 33 0 27 Sep 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias S. Zafeiriou CVBM 28 343 0 25 Sep 2019
Adversarial Learning with Margin-based Triplet Embedding Regularization Yaoyao Zhong Weihong Deng AAML 28 50 0 20 Sep 2019
SoftTriple Loss: Deep Metric Learning Without Triplet Sampling Qi Qian Lei Shang Baigui Sun Juhua Hu Hao Li Rong Jin 20 373 0 11 Sep 2019
RefineFace: Refinement Neural Network for High Performance Face Detection Shifeng Zhang Cheng Chi Zhen Lei Stan Z. Li CVBM 11 86 0 10 Sep 2019
Transferability and Hardness of Supervised Classification Tasks Anh Tran Cuong V Nguyen Tal Hassner 134 164 0 21 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 34 205 0 16 Aug 2019
Hard-Mining Loss based Convolutional Neural Network for Face Recognition Yash Srivastava Vaishnav Murali S. Dubey CVBM 30 11 0 09 Aug 2019
Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings Pierre Jacob David Picard A. Histace Edouard Klein DML 30 59 0 07 Aug 2019
Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification Chih-Ting Liu Chih-Wei Wu Y. Wang Shao-Yi Chien 3DPC 32 81 0 05 Aug 2019
Cartoon Face Recognition: A Benchmark Dataset Yi Zheng Yifan Zhao Mengyuan Ren He Yan Xiangju Lu Bo Peng Jia Li CVBM 23 3 0 31 Jul 2019