Won-Ki Jeong

6 papers · 2021–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

MICCAI (3) AAAI (1) CVPR (1) ECCV (1)

Top co-authors

Hyun-Jic Oh (3) Nguyen Tuan Khoa (1) Tran Anh Tuan (1) Peter K Sorger (1) Hanspeter Pfister (1) Sangjeong Ahn (1) Eunsu Kim (1) Kyungryun Lee (1) Tran Minh Quan (1) Junsik Kim (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (1) Reinforcement Learning (1) Analysis (1) Application Areas (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Models (1) Processing (1)

Keywords

deep reinforcement learning (1) reinforcement learning (1) medical imaging (1) conditional generation (1) instance segmentation (1) histopathological image (1) latent diffusion model (1) relational graph (1) reinforced coloring (1) deep reinforcement learning agent (1) sequential segmentation (1) end-to-end instance segmentation (1) iterative segmentation (1) pixel grouping (1) virtual multiplex staining (1) multiplex imaging (1)

Papers

Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model AAAI 2026 Clinical-grade Multi-Organ Pathology Report Generation for Multi-scale Whole Slide Images via a Semantically Guided Medical Text Foundation Model MICCAI 2024 Controllable and Efficient Multi-Class Pathology Nuclei Data Augmentation using Text-Conditioned Diffusion Models MICCAI 2024 Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model ECCV 2024 Reference-free Axial Super-resolution of 3D Microscopy Images using Implicit Neural Representation with a 2D Diffusion Prior MICCAI 2024 ColorRL: Reinforced Coloring for End-to-End Instance Segmentation CVPR 2021