Search Results for author: Jooyeol Yun

Found 5 papers, 5 papers with code

Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis

1 code implementation ICCV 2023 Minho Park, Jooyeol Yun, Seunghwan Choi, Jaegul Choo

Our experiments reveal that we can guide text-to-image generation models to be aware of the semantics of different image regions, by training the model to generate semantic labels for each pixel.

multimodal generation Multi-Task Learning +1

iColoriT: Towards Propagating Local Hint to the Right Region in Interactive Colorization by Leveraging Vision Transformer

1 code implementation14 Jul 2022 Jooyeol Yun, Sanghyeon Lee, Minho Park, Jaegul Choo

It is essential for point-interactive colorization methods to appropriately propagate user-provided colors (i. e., user hints) in the entire image to obtain a reasonably colorized image with minimal user effort.

Image Colorization Point-interactive Image Colorization

Improving Face Recognition with Large Age Gaps by Learning to Distinguish Children

1 code implementation22 Oct 2021 Jungsoo Lee, Jooyeol Yun, Sunghyun Park, Yonggyu Kim, Jaegul Choo

Despite the unprecedented improvement of face recognition, existing face recognition models still show considerably low performances in determining whether a pair of child and adult images belong to the same identity.

Face Recognition

Graudally Applying Weakly Supervised and Active Learning for Mass Detection in Breast Ultrasound Images

1 code implementation19 Aug 2020 Jooyeol Yun, JungWoo Oh, IlDong Yun

We suggest a controlled weight for handling the effect of weakly annotated images in a two stage object detection model.

Active Learning Object +2

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