Dongwoo Lee

5 papers · 2018–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

🚀 Conference Pioneer

Venues

ICCV (2) ECCV (1) ICML (1) NeurIPS (1)

Top co-authors

Kyoung Mu Lee (3) Seon Joo Kim (2) Jaesung Rim (1) Frank Hutter (1) Dong Bok Lee (1) Joonkyu Park (1) Jeongtaek Oh (1) Seonghyeon Nam (1) Sung Ju Hwang (1) Dongyoung Kim (1)

Research topics

Computer Vision (3) Deep Learning (3) Processing (3) Machine Learning (2) Architectures (2) Domain-Specific (2) Analysis (1) Application Areas (1) Core AI (1) Generation (1) Models (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

image restoration (2) motion blur (1) image deblurring (1) motion blur removal (1) image processing (1) deep neural network (1) scaling law (1) 3d gaussian splatting (1) neural radiance field (1) camera pose estimation (1) prior-data fitted network (1) view synthesis (1) camera trajectory (1) 3d scene (1) color constancy (1) motion trajectory (1) white balance (1) dataset synthesis (1) uncertainty (1) bayesian (1)

Papers

Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks ICML 2025 GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring NeurIPS 2024 ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images ICCV 2023 Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm Under Mixed Illumination ICCV 2021 Joint Blind Motion Deblurring and Depth Estimation of Light Field ECCV 2018