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2301.11100
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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
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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
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
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
Manu Gaur
Darshan Singh
Makarand Tapaswi
92
1
0
04 Sep 2024
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
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
Salma Abdel Magid
Jui-Hsien Wang
Kushal Kafle
Hanspeter Pfister
34
1
0
17 Jun 2024
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
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?
Tianwei Chen
Yusuke Hirota
Mayu Otani
Noa Garcia
Yuta Nakashima
27
12
0
04 Apr 2024
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?
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
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
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
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
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
P. Seshadri
Sameer Singh
Yanai Elazar
DiffM
11
39
0
01 Aug 2023
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
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
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
Eric Michael Smith
Melissa Hall
Melanie Kambadur
Eleonora Presani
Adina Williams
65
129
0
18 May 2022
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
Simone Fabbrizzi
Symeon Papadopoulos
Eirini Ntoutsi
Y. Kompatsiaris
119
121
0
16 Jul 2021
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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