Won-Ki Jeong — accepted AI-conference papers

2026

Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model

Hyun-Jic Oh, Junsik Kim, Zhiyi Shi, Yichen Wu, Yu-An Chen, Peter K Sorger +2

AAAI 2026technical

Multiplex imaging is revolutionizing pathology by enabling the simultaneous visualization of multiple biomarkers within tissue samples, providing molecular-level insights that traditional hematoxylin and eosin (H&E) staining cannot provide. However, the complexity and cost of multiplex data acquisit

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2021

ColorRL: Reinforced Coloring for End-to-End Instance Segmentation

Tran Anh Tuan, Nguyen Tuan Khoa, Tran Minh Quan, Won-Ki Jeong

CVPR 2021poster

Instance segmentation, the task of identifying and separating each individual object of interest in the image, is one of the actively studied research topics in computer vision. Although many feed-forward networks produce high-quality binary segmentation on different types of images, their final res…

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