DSAP: Analyzing Bias Through Demographic Comparison of Datasets

22 December 2023

Papers citing "DSAP: Analyzing Bias Through Demographic Comparison of Datasets"

18 / 18 papers shown

Title
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey Max Hort Zhenpeng Chen Jie M. Zhang Mark Harman Federica Sarro FaML AI4CE 92 172 0 14 Jul 2022
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition Iris Dominguez-Catena D. Paternain M. Galar 62 12 0 20 May 2022
Subverting Fair Image Search with Generative Adversarial Perturbations A. Ghosh Matthew Jagielski Chris L. Wilson 55 7 0 05 May 2022
Vision-and-Language Pretrained Models: A Survey Siqu Long Feiqi Cao S. Han Haiqing Yang VLM 68 65 0 15 Apr 2022
"Excavating AI" Re-excavated: Debunking a Fallacious Account of the JAFFE Dataset Michael J. Lyons 30 32 0 28 Jul 2021
A Survey on Bias in Visual Datasets Simone Fabbrizzi Symeon Papadopoulos Eirini Ntoutsi Y. Kompatsiaris 171 126 0 16 Jul 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 450 2,096 0 31 Dec 2020
Large image datasets: A pyrrhic win for computer vision? Vinay Uday Prabhu Abeba Birhane 68 366 0 24 Jun 2020
Are we done with ImageNet? Lucas Beyer Olivier J. Hénaff Alexander Kolesnikov Xiaohua Zhai Aaron van den Oord VLM 119 401 0 12 Jun 2020
Learning under Concept Drift: A Review Jie Lu Anjin Liu Fan Dong Feng Gu João Gama Guangquan Zhang AI4TS 65 1,282 0 13 Apr 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 439 20,181 0 23 Oct 2019
Context-Aware Emotion Recognition Networks Jiyoung Lee Seungryong Kim Sunok Kim Jungin Park Kwanghoon Sohn 53 230 0 16 Aug 2019
Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets Chris Dulhanty A. Wong 64 42 0 03 May 2019
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 189 1,299 0 23 Apr 2018
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 95 2,630 0 23 Oct 2017
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 84 1,634 0 14 Aug 2017
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 244 8,408 0 28 Nov 2014
Challenges in Representation Learning: A report on three machine learning contests Ian Goodfellow D. Erhan P. Carrier Aaron Courville M. Berk Mirza ... Jingjing Xie Lukasz Romaszko Bing Xu Chuang Zhang Yoshua Bengio CVBM 131 1,614 0 01 Jul 2013