GIF: Generative Inspiration for Face Recognition at Scale

5 May 2025

Papers citing "GIF: Generative Inspiration for Face Recognition at Scale"

50 / 57 papers shown

Title
A Generative Approach for Wikipedia-Scale Visual Entity Recognition Mathilde Caron Ahmet Iscen Alireza Fathi Cordelia Schmid 94 5 0 04 Mar 2024
A Quality Aware Sample-to-Sample Comparison for Face Recognition Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Ali Zafari Moktari Mostofa Nasser M. Nasrabadi CVBM 78 17 0 06 Jun 2023
Recommender Systems with Generative Retrieval Shashank Rajput Nikhil Mehta Anima Singh Raghunandan H. Keshavan T. Vu ... Vinh Q. Tran Jonah Samost Maciej Kula Ed H. Chi M. Sathiamoorthy RALM 3DV 99 90 0 08 May 2023
Equiangular Basis Vectors Yang Shen Xuhao Sun Xiuying Wei 86 7 0 21 Mar 2023
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities Hexiang Hu Yi Luan Yang Chen Urvashi Khandelwal Mandar Joshi Kenton Lee Kristina Toutanova Ming-Wei Chang VLM 124 61 0 22 Feb 2023
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold Can Yaras Peng Wang Zhihui Zhu Laura Balzano Qing Qu 64 44 0 19 Sep 2022
Visual Recognition with Deep Nearest Centroids Wenguan Wang Cheng Han Tianfei Zhou Dongfang Liu 127 94 0 15 Sep 2022
Controllable and Guided Face Synthesis for Unconstrained Face Recognition Feng Liu Minchul Kim Anil Jain Xiaoming Liu CVBM 108 40 0 20 Jul 2022
Maximum Class Separation as Inductive Bias in One Matrix Tejaswi Kasarla Gertjan J. Burghouts Max van Spengler Elise van der Pol Rita Cucchiara Pascal Mettes 79 22 0 17 Jun 2022
GIT: A Generative Image-to-text Transformer for Vision and Language Jianfeng Wang Zhengyuan Yang Xiaowei Hu Linjie Li Kevin Qinghong Lin Zhe Gan Zicheng Liu Ce Liu Lijuan Wang VLM 172 562 0 27 May 2022
AdaFace: Quality Adaptive Margin for Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu CVBM 118 408 0 03 Apr 2022
Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FC Xiang An Jiankang Deng Jia Guo Ziyong Feng Xuhan Zhu Jing Yang Tongliang Liu CVBM 92 78 0 28 Mar 2022
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? Yibo Yang Shixiang Chen Hefei Ling Liangru Xie Zhouchen Lin Dacheng Tao 107 83 0 17 Mar 2022
Transformer Memory as a Differentiable Search Index Yi Tay Vinh Q. Tran Mostafa Dehghani Jianmo Ni Dara Bahri ... Zhe Zhao Jai Gupta Tal Schuster William W. Cohen Donald Metzler 123 288 0 14 Feb 2022
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 116 129 0 18 Aug 2021
SphereFace2: Binary Classification is All You Need for Deep Face Recognition Yandong Wen Weiyang Liu Adrian Weller Bhiksha Raj Rita Singh CVBM MQ 86 55 0 03 Aug 2021
Dynamic Class Queue for Large Scale Face Recognition In the Wild Bi Li Teng Xi Gang Zhang Haocheng Feng Junyu Han Jingtuo Liu Errui Ding Wenyu Liu CVBM 79 25 0 24 May 2021
An Efficient Training Approach for Very Large Scale Face Recognition Kai Wang Shuo Wang Panpan Zhang Zhipeng Zhou Zheng Zhu Xiaobo Wang Xiaojiang Peng Baigui Sun Hao Li Yang You CVBM 122 23 0 21 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 821 6,149 0 29 Apr 2021
MagFace: A Universal Representation for Face Recognition and Quality Assessment Qiang Meng Shichao Zhao Zhida Huang F. Zhou CVBM 96 491 0 11 Mar 2021
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition Zheng Zhu Guan Huang Jiankang Deng Yun Ye Junjie Huang ... Jiagang Zhu Tian Yang Jiwen Lu Dalong Du Jie Zhou CVBM 146 261 0 06 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,032 0 26 Feb 2021
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training Cong Fang Hangfeng He Qi Long Weijie J. Su FAtt 203 172 0 29 Jan 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 738 41,796 0 22 Oct 2020
Partial FC: Training 10 Million Identities on a Single Machine Xiang An Xuhan Zhu Yanghua Xiao Lan Wu Ming Zhang Yuan Gao Bin Qin Debing Zhang Ying Fu CVBM 121 219 0 11 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 211 451 0 02 Oct 2020
BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition Y. Kim Wonpyo Park Jongju Shin CVBM 139 51 0 15 Aug 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 334 4,109 0 17 Jun 2020
GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face Recognition Y. Kim Wonpyo Park Myung-Cheol Roh Jongju Shin CVBM 101 88 0 21 May 2020
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere Tongzhou Wang Phillip Isola SSL 185 1,865 0 20 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 214 4,604 0 23 Apr 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 89 508 0 01 Apr 2020
Data Uncertainty Learning in Face Recognition Jie Chang Zhonghao Lan Changmao Cheng Yichen Wei CVBM 136 270 0 25 Mar 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 261 12,164 0 13 Nov 2019
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations Xiao Zhang Rui Zhao Yu Qiao Xiaogang Wang Hongsheng Li CVBM 99 216 0 01 May 2019
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 241 3,537 0 19 Aug 2018
The Devil of Face Recognition is in the Noise Fei Wang Liren Chen Cheng Li Shiyao Huang Yanjie Chen Chao Qian Chen Change Loy NoLa 103 197 0 31 Jul 2018
Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition Ming Sun Yuchen Yuan Feng Zhou Errui Ding 159 352 0 14 Jun 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 269 1,173 0 29 Apr 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 141 2,518 0 29 Jan 2018
Fix your classifier: the marginal value of training the last weight layer Elad Hoffer Itay Hubara Daniel Soudry 156 102 0 14 Jan 2018
Accelerated Training for Massive Classification via Dynamic Class Selection Xingcheng Zhang Lei Yang Junjie Yan Dahua Lin 90 41 0 05 Jan 2018
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 117 180 0 22 Dec 2017
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 152 2,644 0 23 Oct 2017
Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in Unconstrained Environments Tianyue Zheng Weihong Deng Jiani Hu CVBM 95 418 0 28 Aug 2017
Level Playing Field for Million Scale Face Recognition A. Nech Ira Kemelmacher-Shlizerman CVBM 80 192 0 01 May 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 264 2,806 0 26 Apr 2017
NormFace: L2 Hypersphere Embedding for Face Verification Feng Wang Xiang Xiang Jian Cheng Alan Yuille 3DH CVBM 81 745 0 21 Apr 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 129 644 0 21 Mar 2017
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks Chunjie Luo Jianfeng Zhan Lei Wang Qiang Yang 128 203 0 20 Feb 2017