Hyungwon Choi — accepted AI-conference papers

2025

Controllable Human Image Generation with Personalized Multi-Garments

Yisol Choi, Sangkyung Kwak, Sihyun Yu, Hyungwon Choi, Jinwoo Shin

CVPR 2025poster

We present BootControl, a novel framework based on text-to-image diffusion models for controllable human image generation with multiple reference garments.Here, the main bottleneck is data acquisition for training: collecting a large-scale dataset of high-quality reference garment images per human s…

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2024

Improving Diffusion Models for Authentic Virtual Try-on in the Wild

Yisol Choi*, Sangkyung Kwak, Kyungmin Lee, Hyungwon Choi, Jinwoo Shin*

ECCV 2024poster

"This paper considers image-based virtual try-on, which renders an image of a person wearing a curated garment, given a pair of images depicting the person and the garment, respectively. Previous works adapt existing exemplar-based inpainting diffusion models for virtual try-on to improve the natura…

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