Kelly Avery Mack

schoolUniversity Of Washingtonbar_chart#6939 Global Rank

Total Papers

HCI Rank

#6939

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Years Active

Recent Publications

Interface Support for Evaluating Disability Bias in AI Generated Images

Generative text-to-image (T2I) models often output images that have stereotypes of people with disabilities. One possibility to mitigate the risk of these biases is to intervene at the user level, supporting T2I users themselves in being able to identify biases and act accordingly. To understand how to design such sup…

CHI '241st AuthorAlgorithmic Fairness & Bias +3

“They only care to show us the wheelchair”: disability representation in text-to-image AI models

This paper reports on disability representation in images output from text-to-image (T2I) generative AI systems. Through eight focus groups with 25 people with disabilities, we found that models repeatedly presented reductive archetypes for different disabilities. Often these representations reflected broader societal…

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