Byeonghyeon Lee

5 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AAAI (2) CVPR (1) ECCV (1) WACV (1)

Top co-authors

Eunbyung Park (5) Usman Ali (2) Howoong Lee (2) Namgyu Kang (1) Youngin Park (1) Jong Hwan Ko (1) Seungtae Nam (1) Dongheok Park (1) Youngjoon Hong (1) Seok-Bae Yun (1)

Research topics

Deep Learning (4) Computer Vision (3) Analysis (3) Machine Learning (2) Learning Types · Deep Learning (2) Models (2) Optimization & Theory (2) Processing (2) Application Areas (1) Architectures (1) Generation (1) Learning Types · Machine Learning (1)

Keywords

neural radiance field (3) 3d reconstruction (1) video super-resolution (1) wavelet transform (1) neural rendering (1) automatic differentiation (1) image deblurring (1) view consistency (1) inverse problem (1) physics-informed neural network (1) partial differential equation (1) novel view synthesis (1) parameter efficiency (1) multi-view image (1) sharpness prior (1) grid-based representation (1) spatial consistency (1) numerical method (1) 3d super-resolution (1) mesh-free method (1)

Papers

Sequence Matters: Harnessing Video Models in 3D Super-Resolution AAAI 2025 Deblurring 3D Gaussian Splatting ECCV 2024 Sharp-NeRF: Grid-Based Fast Deblurring Neural Radiance Fields Using Sharpness Prior WACV 2024 Masked Wavelet Representation for Compact Neural Radiance Fields CVPR 2023 PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers AAAI 2023