A Survey on Bias in Visual Datasets

A Survey on Bias in Visual Datasets

16 July 2021

Simone Fabbrizzi

Symeon Papadopoulos

Y. Kompatsiaris

Papers citing "A Survey on Bias in Visual Datasets"

13 / 63 papers shown

Title
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness C. Hazirbas Yejin Bang Tiezheng Yu Parisa Assar Bilal Porgali ... Jacqueline Pan Emily McReynolds Miranda Bogen Pascale Fung Cristian Canton Ferrer 27 8 0 10 Nov 2022
A Survey of Dataset Refinement for Problems in Computer Vision Datasets Zhijing Wan Zhixiang Wang CheukTing Chung Zheng Wang 31 8 0 21 Oct 2022
Fairness via Adversarial Attribute Neighbourhood Robust Learning Q. Qi Shervin Ardeshir Yi Tian Xu Tianbao Yang 35 0 0 12 Oct 2022
VIPHY: Probing "Visible" Physical Commonsense Knowledge Shikhar Singh Ehsan Qasemi Muhao Chen 40 6 0 15 Sep 2022
A Tour of Visualization Techniques for Computer Vision Datasets B. Alsallakh P. Bhattacharya V. Feng Narine Kokhlikyan Orion Reblitz-Richardson Rahul Rajan David Yan 24 3 0 19 Apr 2022
Large-scale Bilingual Language-Image Contrastive Learning ByungSoo Ko Geonmo Gu VLM 19 14 0 28 Mar 2022
Intrinsic Bias Identification on Medical Image Datasets Shijie Zhang Lanjun Wang Liangjing Ding An-an Liu Senhua Zhu Dandan Tu 28 1 0 24 Mar 2022
Representation Bias in Data: A Survey on Identification and Resolution Techniques N. Shahbazi Yin Lin Abolfazl Asudeh H. V. Jagadish 37 67 0 22 Mar 2022
Towards Adversarial Evaluations for Inexact Machine Unlearning Shashwat Goel Ameya Prabhu Amartya Sanyal Ser-Nam Lim Philip H. S. Torr Ponnurangam Kumaraguru AAML ELM MU 26 45 0 17 Jan 2022
Trusted Media Challenge Dataset and User Study Weiling Chen Sheng Lun Benjamin Chua Stefan Winkler See-Kiong Ng 19 8 0 13 Jan 2022
Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Better Single-Source Domain Generalization Thomas Duboudin Emmanuel Dellandréa Corentin Abgrall Gilles Hénaff Liming Luke Chen 12 9 0 15 Jun 2021
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 129 200 0 05 Mar 2020
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,082 0 24 Oct 2016