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Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based
  Disparities

Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities

26 January 2023
Melissa Hall
Laura Gustafson
Aaron B. Adcock
Ishan Misra
Candace Ross
    VLM
ArXivPDFHTML

Papers citing "Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities"

23 / 23 papers shown
Title
Web Artifact Attacks Disrupt Vision Language Models
Web Artifact Attacks Disrupt Vision Language Models
Maan Qraitem
Piotr Teterwak
Kate Saenko
Bryan A. Plummer
AAML
73
0
0
17 Mar 2025
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives
Dilermando Queiroz
Anderson Carlos
André Anjos
Lilian Berton
43
0
0
24 Feb 2025
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning
Manu Gaur
Darshan Singh
Makarand Tapaswi
95
1
0
04 Sep 2024
Evaluating Model Bias Requires Characterizing its Mistakes
Evaluating Model Bias Requires Characterizing its Mistakes
Isabela Albuquerque
Jessica Schrouff
David Warde-Farley
Ali Taylan Cemgil
Sven Gowal
Olivia Wiles
42
2
0
15 Jul 2024
From Descriptive Richness to Bias: Unveiling the Dark Side of Generative
  Image Caption Enrichment
From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment
Yusuke Hirota
Ryo Hachiuma
Chao-Han Huck Yang
Yuta Nakashima
VLM
33
3
0
20 Jun 2024
They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate
  Associative Bias
They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Bias
Salma Abdel Magid
Jui-Hsien Wang
Kushal Kafle
Hanspeter Pfister
34
1
0
17 Jun 2024
SLANT: Spurious Logo ANalysis Toolkit
SLANT: Spurious Logo ANalysis Toolkit
Maan Qraitem
Piotr Teterwak
Kate Saenko
Bryan A. Plummer
AAML
35
0
0
03 Jun 2024
No Filter: Cultural and Socioeconomic Diversity in Contrastive
  Vision-Language Models
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
Would Deep Generative Models Amplify Bias in Future Models?
Would Deep Generative Models Amplify Bias in Future Models?
Tianwei Chen
Yusuke Hirota
Mayu Otani
Noa Garcia
Yuta Nakashima
32
12
0
04 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey
Fairness in Large Language Models: A Taxonomic Survey
Zhibo Chu
Zichong Wang
Wenbin Zhang
AILaw
43
32
0
31 Mar 2024
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?
Ibrahim M. Alabdulmohsin
Xiao Wang
Andreas Steiner
Priya Goyal
Alexander DÁmour
Xiao-Qi Zhai
34
16
0
07 Mar 2024
Examining Gender and Racial Bias in Large Vision-Language Models Using a
  Novel Dataset of Parallel Images
Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel Images
Kathleen C. Fraser
S. Kiritchenko
41
33
0
08 Feb 2024
SocialCounterfactuals: Probing and Mitigating Intersectional Social
  Biases in Vision-Language Models with Counterfactual Examples
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
45
16
0
30 Nov 2023
FACET: Fairness in Computer Vision Evaluation Benchmark
FACET: Fairness in Computer Vision Evaluation Benchmark
Laura Gustafson
Chloe Rolland
Nikhila Ravi
Quentin Duval
Aaron B. Adcock
Cheng-Yang Fu
Melissa Hall
Candace Ross
VLM
EGVM
16
36
0
31 Aug 2023
DIG In: Evaluating Disparities in Image Generations with Indicators for
  Geographic Diversity
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity
Melissa Hall
Candace Ross
Adina Williams
Nicolas Carion
M. Drozdzal
Adriana Romero Soriano
EGVM
19
5
0
11 Aug 2023
The Bias Amplification Paradox in Text-to-Image Generation
The Bias Amplification Paradox in Text-to-Image Generation
P. Seshadri
Sameer Singh
Yanai Elazar
DiffM
11
39
0
01 Aug 2023
Mitigating Test-Time Bias for Fair Image Retrieval
Mitigating Test-Time Bias for Fair Image Retrieval
Fanjie Kong
Shuai Yuan
Weituo Hao
Ricardo Henao
23
16
0
23 May 2023
Towards Reliable Assessments of Demographic Disparities in Multi-Label
  Image Classifiers
Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers
Melissa Hall
Bobbie Chern
Laura Gustafson
Denisse Ventura
Harshad Kulkarni
Candace Ross
Nicolas Usunier
20
5
0
16 Feb 2023
Debiasing Vision-Language Models via Biased Prompts
Debiasing Vision-Language Models via Biased Prompts
Ching-Yao Chuang
Varun Jampani
Yuanzhen Li
Antonio Torralba
Stefanie Jegelka
VLM
28
96
0
31 Jan 2023
"I'm sorry to hear that": Finding New Biases in Language Models with a
  Holistic Descriptor Dataset
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset
Eric Michael Smith
Melissa Hall
Melanie Kambadur
Eleonora Presani
Adina Williams
65
129
0
18 May 2022
A Systematic Study of Bias Amplification
A Systematic Study of Bias Amplification
Melissa Hall
L. V. D. van der Maaten
Laura Gustafson
Maxwell Jones
Aaron B. Adcock
92
70
0
27 Jan 2022
A Survey on Bias in Visual Datasets
A Survey on Bias in Visual Datasets
Simone Fabbrizzi
Symeon Papadopoulos
Eirini Ntoutsi
Y. Kompatsiaris
121
121
0
16 Jul 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy
  Text Supervision
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Chao Jia
Yinfei Yang
Ye Xia
Yi-Ting Chen
Zarana Parekh
Hieu H. Pham
Quoc V. Le
Yun-hsuan Sung
Zhen Li
Tom Duerig
VLM
CLIP
293
3,689
0
11 Feb 2021
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