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2304.02828
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Uncurated Image-Text Datasets: Shedding Light on Demographic Bias
6 April 2023
Noa Garcia
Yusuke Hirota
Yankun Wu
Yuta Nakashima
EGVM
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Papers citing
"Uncurated Image-Text Datasets: Shedding Light on Demographic Bias"
33 / 33 papers shown
Title
Position: Restructuring of Categories and Implementation of Guidelines Essential for VLM Adoption in Healthcare
Amara Tariq
Rimita Lahiri
Charles Kahn
Imon Banerjee
14
0
0
12 May 2025
Exploring Bias in over 100 Text-to-Image Generative Models
J. Vice
Naveed Akhtar
Richard I. Hartley
Ajmal Saeed Mian
EGVM
67
2
0
11 Mar 2025
Joint Vision-Language Social Bias Removal for CLIP
Haoyu Zhang
Yangyang Guo
Mohan S. Kankanhalli
VLM
67
0
0
19 Nov 2024
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs)
Leander Girrbach
Yiran Huang
Stephan Alaniz
Trevor Darrell
Zeynep Akata
VLM
40
2
0
25 Oct 2024
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
Christopher T. H. Teo
Milad Abdollahzadeh
Xinda Ma
Ngai-man Cheung
DiffM
16
1
0
24 Oct 2024
Visual Data Diagnosis and Debiasing with Concept Graphs
Rwiddhi Chakraborty
Yinong Wang
Jialu Gao
Runkai Zheng
Cheng Zhang
Fernando De la Torre
23
2
0
26 Sep 2024
Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution
Yixin Wu
Yun Shen
Michael Backes
Yang Zhang
31
1
0
30 Aug 2024
Fairness and Bias Mitigation in Computer Vision: A Survey
Sepehr Dehdashtian
Ruozhen He
Yi Li
Guha Balakrishnan
Nuno Vasconcelos
Vicente Ordonez
Vishnu Naresh Boddeti
29
4
0
05 Aug 2024
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes
Yusuke Hirota
Jerone T. A. Andrews
Dora Zhao
Orestis Papakyriakopoulos
Apostolos Modas
Yuta Nakashima
Alice Xiang
36
4
0
04 Jul 2024
A Taxonomy of Challenges to Curating Fair Datasets
Dora Zhao
M. Scheuerman
Pooja Chitre
Jerone T. A. Andrews
Georgia Panagiotidou
Shawn Walker
Kathleen H. Pine
Alice Xiang
34
2
0
10 Jun 2024
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models
Angeline Pouget
Lucas Beyer
Emanuele Bugliarello
Xiao Wang
Andreas Steiner
Xiao-Qi Zhai
Ibrahim M. Alabdulmohsin
VLM
31
7
0
22 May 2024
Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?
Letitia Parcalabescu
Anette Frank
MLLM
CoGe
VLM
82
3
0
29 Apr 2024
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication
Eric Slyman
Stefan Lee
Scott D. Cohen
Kushal Kafle
VLM
36
5
0
24 Apr 2024
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
Vishaal Udandarao
Ameya Prabhu
Adhiraj Ghosh
Yash Sharma
Philip H. S. Torr
Adel Bibi
Samuel Albanie
Matthias Bethge
VLM
118
44
0
04 Apr 2024
Would Deep Generative Models Amplify Bias in Future Models?
Tianwei Chen
Yusuke Hirota
Mayu Otani
Noa Garcia
Yuta Nakashima
27
12
0
04 Apr 2024
Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation
Yixin Wan
Arjun Subramonian
Anaelia Ovalle
Zongyu Lin
Ashima Suvarna
Christina Chance
Hritik Bansal
Rebecca Pattichis
Kai-Wei Chang
EGVM
42
27
0
01 Apr 2024
Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost
Oana Ignat
Longju Bai
Joan Nwatu
Rada Mihalcea
36
6
0
12 Mar 2024
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement
Zhijie Wang
Yuheng Huang
Da Song
Lei Ma
Tianyi Zhang
DiffM
40
55
0
06 Mar 2024
Design Principles for Generative AI Applications
Justin D. Weisz
Jessica He
Michael J. Muller
Gabriela Hoefer
Rachel Miles
Werner Geyer
AI4CE
34
125
0
25 Jan 2024
SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation
Zhixuan Liu
Peter Schaldenbrand
Beverley-Claire Okogwu
Wenxuan Peng
Youngsik Yun
Andrew Hundt
Jihie Kim
Jean Oh
29
16
0
16 Jan 2024
ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation
Akshita Jha
Vinodkumar Prabhakaran
Remi Denton
Sarah Laszlo
Shachi Dave
Rida Qadri
Chandan K. Reddy
Sunipa Dev
39
12
0
12 Jan 2024
Quantifying Bias in Text-to-Image Generative Models
J. Vice
Naveed Akhtar
Richard I. Hartley
Ajmal Saeed Mian
25
2
0
20 Dec 2023
Adventures of Trustworthy Vision-Language Models: A Survey
Mayank Vatsa
Anubhooti Jain
Richa Singh
20
4
0
07 Dec 2023
Stable Diffusion Exposed: Gender Bias from Prompt to Image
Yankun Wu
Yuta Nakashima
Noa Garcia
23
16
0
05 Dec 2023
SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples
Phillip Howard
Avinash Madasu
Tiep Le
Gustavo Lujan Moreno
Anahita Bhiwandiwalla
Vasudev Lal
43
16
0
30 Nov 2023
On Measuring Faithfulness or Self-consistency of Natural Language Explanations
Letitia Parcalabescu
Anette Frank
LRM
64
20
0
13 Nov 2023
The Bias Amplification Paradox in Text-to-Image Generation
P. Seshadri
Sameer Singh
Yanai Elazar
DiffM
11
39
0
01 Aug 2023
Inspecting the Geographical Representativeness of Images from Text-to-Image Models
Aparna Basu
R. Venkatesh Babu
Danish Pruthi
DiffM
17
39
0
18 May 2023
Model-Agnostic Gender Debiased Image Captioning
Yusuke Hirota
Yuta Nakashima
Noa Garcia
FaML
22
18
0
07 Apr 2023
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition
Iris Dominguez-Catena
D. Paternain
M. Galar
12
9
0
28 Mar 2023
MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks
Letitia Parcalabescu
Anette Frank
16
22
0
15 Dec 2022
Gender and Racial Bias in Visual Question Answering Datasets
Yusuke Hirota
Yuta Nakashima
Noa Garcia
FaML
127
46
0
17 May 2022
Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search
Jialu Wang
Yang Liu
X. Wang
FaML
155
95
0
12 Sep 2021
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