Towards Universal Representation Learning for Deep Face Recognition

26 February 2020

Papers citing "Towards Universal Representation Learning for Deep Face Recognition"

33 / 33 papers shown

Title
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization Youngjun Song Youngsik Hwang Jonghun Lee Heechang Lee Dong-Young Lim AAML 70 0 0 30 Mar 2025
In-Situ Fine-Tuning of Wildlife Models in IoT-Enabled Camera Traps for Efficient Adaptation Mohammad Mehdi Rastikerdar Jin Huang Hui Guan Deepak Ganesan 71 0 0 12 Sep 2024
Probabilistic Face Embeddings Yichun Shi Anil K. Jain CVBM 39 309 0 21 Apr 2019
Towards Universal Object Detection by Domain Attention Xudong Wang Zhaowei Cai Dashan Gao Nuno Vasconcelos OOD 53 195 0 09 Apr 2019
Low-Resolution Face Recognition Zhiyi Cheng Xiatian Zhu S. Gong CVBM 106 117 0 21 Nov 2018
Multicolumn Networks for Face Recognition Weidi Xie Andrew Zisserman CVBM 20 86 0 24 Jul 2018
Efficient parametrization of multi-domain deep neural networks Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 50 363 0 27 Mar 2018
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network Yao Feng Fan Wu Xiaohu Shao Yanfeng Wang Xi Zhou 3DV 3DH 37 692 0 21 Mar 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition Haobo Wang Yitong Wang Zheng Zhou Xing Ji Dihong Gong Jin Zhou Zhifeng Li Wei Liu CVBM MQ 106 2,488 0 29 Jan 2018
Additive Margin Softmax for Face Verification Feng Wang Weiyang Liu Haijun Liu Jian Cheng CVBM 56 1,270 0 17 Jan 2018
Learning More Universal Representations for Transfer-Learning Y. Tamaazousti Hervé Le Borgne C´eline Hudelot M. Seddik M. Tamaazousti OOD SSL 31 58 0 27 Dec 2017
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 58 2,617 0 23 Oct 2017
Learning to Generalize: Meta-Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 73 1,404 0 10 Oct 2017
Deeper, Broader and Artier Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 76 1,427 0 09 Oct 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 258 26,241 0 05 Sep 2017
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos Kihyuk Sohn Sifei Liu Guangyu Zhong Xiang Yu Ming-Hsuan Yang Manmohan Chandraker CVBM 46 116 0 07 Aug 2017
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 133 5,774 0 14 Jun 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 67 924 0 22 May 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 191 2,790 0 26 Apr 2017
L2-constrained Softmax Loss for Discriminative Face Verification Rajeev Ranjan Carlos D. Castillo Rama Chellappa CVBM 60 452 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 63 46 0 24 Mar 2017
Reconstruction-Based Disentanglement for Pose-invariant Face Recognition Xi Peng Xiang Yu Kihyuk Sohn Dimitris N. Metaxas Manmohan Chandraker CVBM 38 136 0 10 Feb 2017
Universal representations:The missing link between faces, text, planktons, and cat breeds Hakan Bilen Andrea Vedaldi 49 147 0 25 Jan 2017
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 136 1,953 0 27 Jul 2016
Deep Deformation Network for Object Landmark Localization Xiang Yu F. Zhou Manmohan Chandraker 41 114 0 03 May 2016
Triplet Probabilistic Embedding for Face Verification and Clustering S. Sankaranarayanan A. Alavi Carlos D. Castillo Rama Chellappa CVBM 3DH 55 214 0 19 Apr 2016
Do We Really Need to Collect Millions of Faces for Effective Face Recognition? I. Masi A. Tran J. Leksut Tal Hassner Gérard Medioni CVBM 68 366 0 23 Mar 2016
Neural Aggregation Network for Video Face Recognition Jiaolong Yang Peiran Ren Dongqing Zhang Dong Chen Fang Wen Hongdong Li G. Hua CVBM 3DH 34 374 0 17 Mar 2016
The MegaFace Benchmark: 1 Million Faces for Recognition at Scale Ira Kemelmacher-Shlizerman S. M. Seitz Daniel Miller Evan Brossard CVBM 29 856 0 02 Dec 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 207 13,079 0 12 Mar 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 162 8,351 0 28 Nov 2014
Deep Learning Face Representation by Joint Identification-Verification Yi Sun Xiaogang Wang Xiaoou Tang CVBM 121 2,243 0 18 Jun 2014
Domain Generalization via Invariant Feature Representation Krikamol Muandet David Balduzzi Bernhard Schölkopf OOD 54 1,166 0 10 Jan 2013