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Diversity in Faces

29 January 2019

Papers citing "Diversity in Faces"

50 / 59 papers shown

Title
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez Alfonso Ortega Ainhoa Herrarte Manuel Alcántara J. Ortega-Garcia FaML 95 38 0 13 Feb 2023
Linking convolutional kernel size to generalization bias in face analysis CNNs Hao Liang J. O. Caro Vikram Maheshri Ankit B. Patel Guha Balakrishnan CVBM CML 54 0 0 07 Feb 2023
Ethical Considerations for Responsible Data Curation Jerone T. A. Andrews Dora Zhao William Thong Apostolos Modas Orestis Papakyriakopoulos Alice Xiang 136 22 0 07 Feb 2023
Bias-Aware Face Mask Detection Dataset Alperen Kantarci Ferda Ofli Muhammad Imran H. K. Ekenel CVBM 70 5 0 02 Nov 2022
Men Also Do Laundry: Multi-Attribute Bias Amplification Dora Zhao Jerone T. A. Andrews Alice Xiang FaML 101 22 0 21 Oct 2022
Enhancing Fairness of Visual Attribute Predictors Tobias Hanel Nishant Kumar D. Schlesinger Meng Li Erdem Unal Abouzar Eslami Stefan Gumhold 69 3 0 07 Jul 2022
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures A. Gronowski William Paul F. Alajaji Bahman Gharesifard Philippe Burlina FaML 68 3 0 20 Jun 2022
The Gender Gap in Face Recognition Accuracy Is a Hairy Problem Aman Bhatta Vítor Albiero Kevin W. Bowyer Michael C. King CVBM 57 23 0 10 Jun 2022
Meta Balanced Network for Fair Face Recognition Mei Wang Yaobin Zhang Weihong Deng CVBM 68 80 0 13 May 2022
Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets Camila Laranjeira João Macedo Sandra Avila J. A. dos Santos 68 19 0 29 Apr 2022
Renyi Fair Information Bottleneck for Image Classification A. Gronowski William Paul F. Alajaji Bahman Gharesifard Philippe Burlina FaML 42 7 0 09 Mar 2022
Applying Artificial Intelligence for Age Estimation in Digital Forensic Investigations Thomas Grubl H. Lallie 34 5 0 09 Jan 2022
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 144 278 0 30 Nov 2021
AI and the Everything in the Whole Wide World Benchmark Inioluwa Deborah Raji Emily M. Bender Amandalynne Paullada Emily L. Denton A. Hanna 92 314 0 26 Nov 2021
Benchmarks for Corruption Invariant Person Re-identification Minghui Chen Zhiqiang Wang Feng Zheng 75 26 0 01 Nov 2021
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation Mingcong Liu Qiang Li Zekui Qin Guoxin Zhang Pengfei Wan Wen Zheng CVBM 60 64 0 22 Oct 2021
Measuring Hidden Bias within Face Recognition via Racial Phenotypes Seyma Yucer Furkan Tektas Noura Al Moubayed T. Breckon CVBM 66 25 0 19 Oct 2021
Face Verification with Challenging Imposters and Diversified Demographics Adrian Daniel Popescu Liviu-Daniel Ștefan Jérôme Deshayes-Chossart Bogdan Ionescu 45 4 0 16 Oct 2021
Learning Fair Face Representation With Progressive Cross Transformer Yong Li Yufei Sun Zhen Cui Shiguang Shan Jian Yang 69 11 0 11 Aug 2021
Mitigating Dataset Harms Requires Stewardship: Lessons from 1000 Papers Kenny Peng Arunesh Mathur Arvind Narayanan 188 97 0 06 Aug 2021
Fairness Properties of Face Recognition and Obfuscation Systems Harrison Rosenberg Brian Tang Kassem Fawaz S. Jha PICV 71 14 0 05 Aug 2021
A Survey on Bias in Visual Datasets Simone Fabbrizzi Symeon Papadopoulos Eirini Ntoutsi Y. Kompatsiaris 200 128 0 16 Jul 2021
A Survey of Race, Racism, and Anti-Racism in NLP Anjalie Field Su Lin Blodgett Zeerak Talat Yulia Tsvetkov 86 124 0 21 Jun 2021
Fair-Net: A Network Architecture For Reducing Performance Disparity Between Identifiable Sub-Populations Arghya Datta S. Joshua Swamidass 42 8 0 01 Jun 2021
A Step Toward More Inclusive People Annotations for Fairness Candice Schumann Susanna Ricco Utsav Prabhu V. Ferrari C. Pantofaru 73 64 0 05 May 2021
Analysis of Manual and Automated Skin Tone Assignments for Face Recognition Applications S. KrishnapriyaK. Michael C. King Kevin W. Bowyer CVBM 65 29 0 29 Apr 2021
Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset Matthew Groh Caleb Harris L. Soenksen Felix Lau Rachel Han Aerin Kim A. Koochek Omar Badri 155 193 0 20 Apr 2021
Reducing Racial Bias in Facial Age Prediction using Unsupervised Domain Adaptation in Regression Apoorva Gokhale Astuti Sharma Kaustav Datta Savyasachi CVBM 17 0 0 05 Apr 2021
Matched sample selection with GANs for mitigating attribute confounding Chandan Singh Guha Balakrishnan Pietro Perona GAN 69 6 0 24 Mar 2021
Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Joseph P. Robinson Can Qin Yann Henon Samson Timoner Y. Fu 90 25 0 16 Mar 2021
Exploring a Makeup Support System for Transgender Passing based on Automatic Gender Recognition T. Chong Nolwenn Maudet Katsuki Harima Takeo Igarashi 32 17 0 08 Mar 2021
One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision Zaid Khan Y. Fu 192 53 0 03 Feb 2021
About Face: A Survey of Facial Recognition Evaluation Inioluwa Deborah Raji G. Fried CVBM 89 54 0 01 Feb 2021
TARA: Training and Representation Alteration for AI Fairness and Domain Generalization William Paul Armin Hadzic Neil J. Joshi F. Alajaji Philippe Burlina 75 19 0 11 Dec 2020
Understanding bias in facial recognition technologies David Leslie 111 56 0 05 Oct 2020
Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy Tom Farrand Fatemehsadat Mireshghallah Sahib Singh Andrew Trask FedML 86 94 0 10 Sep 2020
Assessing Risks of Biases in Cognitive Decision Support Systems K. Lai H. C. R. Oliveira Ming Hou Svetlana Yanushkevich V. Shmerko CVBM 19 12 0 28 Jul 2020
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method Mozhdeh Rouhsedaghat Yifan Wang Xiou Ge Shuowen Hu Suya You C.-C. Jay Kuo CVBM 65 42 0 18 Jul 2020
Towards causal benchmarking of bias in face analysis algorithms Guha Balakrishnan Yuanjun Xiong Wei Xia Pietro Perona CVBM 77 90 0 13 Jul 2020
Survey on the Analysis and Modeling of Visual Kinship: A Decade in the Making Joseph P. Robinson Ming Shao Y. Fu 63 6 0 29 Jun 2020
Extended Labeled Faces in-the-Wild (ELFW): Augmenting Classes for Face Segmentation R. Redondo J. Gibert CVBM 50 7 0 24 Jun 2020
Enhancing Facial Data Diversity with Style-based Face Aging Markos Georgopoulos James Oldfield M. Nicolaou Yannis Panagakis Maja Pantic CVBM 43 12 0 06 Jun 2020
Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study Markos Georgopoulos Yannis Panagakis Maja Pantic 70 36 0 15 May 2020
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning Ignacio Serna Aythami Morales Julian Fierrez Manuel Cebrian Nick Obradovich Iyad Rahwan FaML CVBM 63 79 0 22 Apr 2020
Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation Seyma Yucer S. Akçay Noura Al-Moubayed T. Breckon 57 63 0 19 Apr 2020
Contrastive Examples for Addressing the Tyranny of the Majority V. Sharmanska Lisa Anne Hendricks Trevor Darrell Novi Quadrianto 66 29 0 14 Apr 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 198 206 0 05 Mar 2020
NestedVAE: Isolating Common Factors via Weak Supervision M. Vowels Necati Cihan Camgöz Richard Bowden CML DRL 94 22 0 26 Feb 2020
Face Recognition: Too Bias, or Not Too Bias? Joseph P. Robinson Gennady Livitz Yann Henon Can Qin Y. Fu Samson Timoner CVBM 85 127 0 16 Feb 2020
Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification Chris Dulhanty A. Wong CVBM 30 12 0 09 Jan 2020