Confidence-Calibrated Face and Kinship Verification

25 October 2022

Papers citing "Confidence-Calibrated Face and Kinship Verification"

33 / 33 papers shown

Title
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition Marco Huber Philipp Terhörst Florian Kirchbuchner Naser Damer Arjan Kuijper CVBM 36 11 0 19 Oct 2022
The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces Joseph P. Robinson Can Qin Ming Shao Matthew Turk Rama Chellappa Y. Fu CVBM 68 6 0 31 Oct 2021
Kinship Verification Based on Cross-Generation Feature Interaction Learning Guan-Nan Dong Chi-Man Pun Zheng Zhang 32 8 0 07 Sep 2021
EQFace: A Simple Explicit Quality Network for Face Recognition Rushuai Liu Weijun Tan CVBM 59 18 0 03 May 2021
Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval Frederik Warburg Martin Jørgensen Javier Civera Søren Hauberg UQCV 51 37 0 25 Nov 2020
Survey on the Analysis and Modeling of Visual Kinship: A Decade in the Making Joseph P. Robinson Ming Shao Y. Fu 52 6 0 29 Jun 2020
Graph-based Kinship Reasoning Network Wanhua Li Yingqiang Zhang Kangchen Lv Jiwen Lu Jianjiang Feng Jie Zhou 36 31 0 22 Apr 2020
Data Uncertainty Learning in Face Recognition Jie Chang Zhonghao Lan Changmao Cheng Yichen Wei CVBM 93 269 0 25 Mar 2020
SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness Philipp Terhörst Jan Niklas Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 68 165 0 20 Mar 2020
Recognizing Families In the Wild: White Paper for the 4th Edition Data Challenge Joseph P. Robinson Yu Yin Zaid Khan Ming Shao Siyu Xia Michael Stopa Samson Timoner Matthew Turk Rama Chellappa Y. Fu 52 20 0 15 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 315 18,686 0 13 Feb 2020
What Will Your Child Look Like? DNA-Net: Age and Gender Aware Kin Face Synthesizer Pengyu Gao Siyu Xia J. Paul Robinson Junkang Zhang Chao Xia Ming Shao Y. Fu CVBM 34 17 0 16 Nov 2019
Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach Heming Zhang Xiaolong Wang C.-C. Jay Kuo CVBM 30 18 0 15 May 2019
Probabilistic Face Embeddings Yichun Shi Anil K. Jain CVBM 60 310 0 21 Apr 2019
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving Jiwoong Choi Dayoung Chun Hyun Kim Hyuk-Jae Lee 69 399 0 09 Apr 2019
Measuring Calibration in Deep Learning Jeremy Nixon Michael W. Dusenberry Ghassen Jerfel Timothy Nguyen Jeremiah Zhe Liu Linchuan Zhang Dustin Tran UQCV 69 488 0 02 Apr 2019
Unsupervised Data Uncertainty Learning in Visual Retrieval Systems Ahmed Taha Yi-Ting Chen Teruhisa Misu Abhinav Shrivastava L. Davis 38 17 0 07 Feb 2019
Striking the Right Balance with Uncertainty Salman Khan Munawar Hayat Waqas Zamir Jianbing Shen Ling Shao 67 174 0 22 Jan 2019
KinshipGAN: Synthesizing of Kinship Faces From Family Photos by Regularizing a Deep Face Network Savas Ozkan Akin Ozkan GAN CVBM 24 24 0 22 Jun 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 119 2,498 0 29 Jan 2018
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 235 5,812 0 14 Jun 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 226 2,798 0 26 Apr 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 326 4,700 0 15 Mar 2017
Large-Margin Softmax Loss for Convolutional Neural Networks Weiyang Liu Yandong Wen Zhiding Yu Meng Yang CVBM 78 1,455 0 07 Dec 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 155 1,958 0 27 Jul 2016
Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks Joseph P. Robinson Ming Shao Yue Wu Y. Fu 47 101 0 07 Apr 2016
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding Alex Kendall Vijay Badrinarayanan R. Cipolla UQCV BDL 83 1,065 0 09 Nov 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 610 9,290 0 06 Jun 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 328 13,123 0 12 Mar 2015
DeepID3: Face Recognition with Very Deep Neural Networks Yi Sun Ding Liang Xiaogang Wang Xiaoou Tang CVBM 80 940 0 03 Feb 2015
Deeply learned face representations are sparse, selective, and robust Yi Sun Xiaogang Wang Xiaoou Tang CVBM 310 922 0 03 Dec 2014
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 83 2,008 0 28 Nov 2014
Deep Learning Face Representation by Joint Identification-Verification Yi Sun Xiaogang Wang Xiaoou Tang CVBM 196 2,247 0 18 Jun 2014