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20222025
most citedA Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning

11 citations · 19 across the 8 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.CV2023★ 3 cited

VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution

Siobhan Mackenzie Hall, Fernanda Gonçalves Abrantes, Hanwen Zhu +3

We introduce VisoGender, a novel dataset for benchmarking gender bias in vision-language models. We focus on occupation-related biases within a hegemonic system of binary gender, i…

cs.CV2023★ 4 cited

Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets

Brandon Smith, Miguel Farinha, Siobhan Mackenzie Hall +3

Vision-language models are growing in popularity and public visibility to generate, edit, and caption images at scale; but their outputs can perpetuate and amplify societal biases…