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Home/Authors/Maeve Hutchinson

Maeve Hutchinson

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Vision×1HCI×1

Frequent co-authors

Abderrahmane Wassim Mehdaoui1×
Pranava Madhyastha1×

Research Timeline

2026
Attention-Guided Saliency Maps for Interpreting Visualization Literacy in VLMs

This paper introduces a method for generating diagnostic saliency maps for vision-language models using transformer models, revealing how the models allocate focus across visual elements during answer generation.

Highlighted terms show continued research focus across papers

Papers

cs.CVcs.HCEmpiricalRecentJul 17, 2026

Attention-Guided Saliency Maps for Interpreting Visualization Literacy in VLMs

Maeve Hutchinson, Abderrahmane Wassim Mehdaoui, Pranava Madhyastha

This paper introduces a method for generating diagnostic saliency maps for vision-language models using transformer models, revealing how the models allocate focus across visual elements during answer…

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