v1v2 (latest)

ProS: Facial Omni-Representation Learning via Prototype-based Self-Distillation

3 November 2023

Papers citing "ProS: Facial Omni-Representation Learning via Prototype-based Self-Distillation"

50 / 50 papers shown

Title
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces Yusuke Akamatsu Terumi Umematsu Hitoshi Imaoka Shizuko Gomi Hideo Tsurushima 144 0 0 25 May 2024
FaceXFormer: A Unified Transformer for Facial Analysis Kartik Narayan VS Vibashan Rama Chellappa Vishal M. Patel ViT 98 13 0 19 Mar 2024
Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition Yuhang Zhang Chengrui Wang Xu Ling Weihong Deng 90 143 0 21 Jul 2022
Controllable and Guided Face Synthesis for Unconstrained Face Recognition Feng Liu Minchul Kim Anil Jain Xiaoming Liu CVBM 86 40 0 20 Jul 2022
Masked Siamese Networks for Label-Efficient Learning Mahmoud Assran Mathilde Caron Ishan Misra Piotr Bojanowski Florian Bordes Pascal Vincent Armand Joulin Michael G. Rabbat Nicolas Ballas SSL 105 322 0 14 Apr 2022
AdaFace: Quality Adaptive Margin for Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu CVBM 114 408 0 03 Apr 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 298 30,150 0 01 Mar 2022
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 152 670 0 16 Dec 2021
General Facial Representation Learning in a Visual-Linguistic Manner Yinglin Zheng Hao Yang Ting Zhang Jianmin Bao Dongdong Chen Yangyu Huang Lu Yuan Dong Chen Ming Zeng Fang Wen CVBM 185 173 0 06 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 477 7,819 0 11 Nov 2021
Distract Your Attention: Multi-head Cross Attention Network for Facial Expression Recognition Zhengyao Wen Wen-Long Lin Tao Wang Ge Xu CVBM 159 214 0 15 Sep 2021
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment Yangyu Huang Hao Yang Chong Li Jongyoo Kim Fangyun Wei CVBM 74 46 0 13 Sep 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 91 129 0 18 Aug 2021
Heterogeneous Face Frontalization via Domain Agnostic Learning Xing Di Shuowen Hu Vishal M. Patel CVBM 98 10 0 17 Jul 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 177 1,601 0 23 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 724 6,127 0 29 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 465 21,566 0 25 Mar 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 389 6,805 0 23 Dec 2020
MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias Nataniel Ruiz B. Theobald Anurag Ranjan Ahmed Abdelaziz N. Apostoloff CVBM GAN 70 15 0 09 Dec 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 264 4,098 0 17 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 398 6,837 0 13 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 170 1,887 0 11 Jun 2020
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition Yanhua Huang Yuhan Wang Ying Tai Xiaoming Liu Pengcheng Shen Shaoxin Li Jilin Li Feiyue Huang CVBM 66 507 0 01 Apr 2020
Towards Universal Representation Learning for Deep Face Recognition Yichun Shi Xiang Yu Kihyuk Sohn Manmohan Chandraker Anil K. Jain CVBM OOD 124 149 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 101 859 0 25 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 387 18,866 0 13 Feb 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 160 3,572 0 21 Jan 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 321 5,828 0 03 Dec 2019
3FabRec: Fast Few-shot Face alignment by Reconstruction Bjoern Browatzki C. Wallraven CVBM 82 67 0 24 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 213 12,124 0 13 Nov 2019
Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection Xuanyi Dong Yezhou Yang CVBM 105 67 0 06 Aug 2019
Probabilistic Face Embeddings Yichun Shi Anil K. Jain CVBM 72 310 0 21 Apr 2019
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression Xinyao Wang Liefeng Bo Fuxin Li CVBM 59 252 0 16 Apr 2019
Polarimetric Thermal to Visible Face Verification via Self-Attention Guided Synthesis Xing Di B. Riggan Shuowen Hu Nathan J. Short Vishal M. Patel CVBM 81 43 0 15 Apr 2019
Polarimetric Thermal to Visible Face Verification via Attribute Preserved Synthesis Xing Di He Zhang Vishal M. Patel CVBM 80 33 0 03 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 617 10,590 0 12 Dec 2018
Look at Boundary: A Boundary-Aware Face Alignment Algorithm Wayne Wu Chao Qian Shuo Yang Quan Wang Yici Cai Qiang-feng Zhou CVBM 3DV 75 439 0 26 May 2018
Improving Landmark Localization with Semi-Supervised Learning S. Honari Pavlo Molchanov Stephen Tyree Pascal Vincent C. Pal Jan Kautz SSL 94 162 0 05 Sep 2017
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 90 1,642 0 14 Aug 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 56 125 0 12 Aug 2017
Sampling Matters in Deep Embedding Learning Chaoxia Wu R. Manmatha Alex Smola Philipp Krahenbuhl 117 924 0 23 Jun 2017
Level Playing Field for Million Scale Face Recognition A. Nech Ira Kemelmacher-Shlizerman CVBM 75 192 0 01 May 2017
NormFace: L2 Hypersphere Embedding for Face Verification Feng Wang Xiang Xiang Jian Cheng Alan Yuille 3DH CVBM 71 745 0 21 Apr 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 153 2,738 0 13 Apr 2017
L2-constrained Softmax Loss for Discriminative Face Verification Rajeev Ranjan Carlos D. Castillo Rama Chellappa CVBM 98 454 0 28 Mar 2017
Large-Margin Softmax Loss for Convolutional Neural Networks Weiyang Liu Yandong Wen Zhiding Yu Meng Yang CVBM 84 1,456 0 07 Dec 2016
Factors in Finetuning Deep Model for object detection Wanli Ouyang Xiaogang Wang Cong Zhang Xiaokang Yang 58 190 0 20 Jan 2016
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 97 1,643 0 19 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 389 13,145 0 12 Mar 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 247 8,426 0 28 Nov 2014