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Assessing Uncertainty in Similarity Scoring: Performance & Fairness in
  Face Recognition

Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition

14 November 2022
Jean-Rémy Conti
Stéphan Clémençon
    UQCV
ArXivPDFHTML

Papers citing "Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition"

6 / 6 papers shown
Title
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face
  Recognition
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
55
505
0
01 Apr 2020
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction
  to Concepts and Methods
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods
Eyke Hüllermeier
Willem Waegeman
PER
UD
228
1,411
0
21 Oct 2019
RetinaFace: Single-stage Dense Face Localisation in the Wild
RetinaFace: Single-stage Dense Face Localisation in the Wild
Jiankang Deng
Jiaxin Guo
Yuxiang Zhou
Jinke Yu
I. Kotsia
Stefanos Zafeiriou
CVBM
3DH
84
593
0
02 May 2019
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep
  Face Representations
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations
Xiao Zhang
Rui Zhao
Yu Qiao
Xiaogang Wang
Hongsheng Li
CVBM
85
216
0
01 May 2019
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification
  on Mobile Devices
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices
Sheng Chen
Yang Liu
Xiang Gao
Zhen Han
CVBM
3DH
75
562
0
20 Apr 2018
FaceNet: A Unified Embedding for Face Recognition and Clustering
FaceNet: A Unified Embedding for Face Recognition and Clustering
Florian Schroff
Dmitry Kalenichenko
James Philbin
3DH
370
13,143
0
12 Mar 2015
1