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Andrew Bunner

2 accepted papers

2024

ImageInWords: Unlocking Hyper-Detailed Image Descriptions

EMNLP 2024main

Despite the longstanding adage ”an image is worth a thousand words,” generating accurate hyper-detailed image descriptions remains unsolved. Trained on short web-scraped image-text, vision-language models often generate incomplete descriptions with visual inconsistencies. We address this via a novel…

2023

Agile Modeling: From Concept to Classifier in Minutes

ICCV 2023poster

The application of computer vision methods to nuanced, subjective concepts is growing. While crowdsourcing has served the vision community well for most objective tasks (such as labeling a "zebra"), it now falters on tasks where there is substantial subjectivity in the concept (such as identifying "…

Cited by 14PDFScholar