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John Joon Young Chung

2 accepted papers

2025

LLMs Behind the Scenes: Enabling Narrative Scene Illustration

EMNLP 2025

Generative AI has established the opportunity to readily transform content from one medium to another. This capability is especially powerful for storytelling, where visual illustrations can illuminate a story originally expressed in text. In this paper, we focus on the task of narrative scene illus

2023

Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts

ICCV 2023poster

Supervised learning of image classifiers distills human knowledge into a parametric model through pairs of images and corresponding labels (X,Y). We argue that this simple and widely used representation of human knowledge neglects rich auxiliary information from the annotation procedure, such as the…

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