Sangyoon Lee
6 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Renaissance Researcher (5) π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
CVPR (2)
WACV (2)
ICLR (1)
MICCAI (1)
Top co-authors
Keywords
multispectral imaging
(2)
data transformation
(1)
feature extraction
(1)
computational photography
(1)
medical imaging
(1)
wavelet transform
(1)
illumination estimation
(1)
loss landscape
(1)
diffusion model
(1)
convergence speed
(1)
feature fusion
(1)
image processing pipeline
(1)
cross-attention mechanism
(1)
neural field
(1)
multispectral image
(1)
illuminant spectral estimation
(1)
colorimetric reference
(1)
dose calculation
(1)
spectral unmixing
(1)
wavelet domain
(1)
Papers
Accelerated Dose Generation in Gamma Knife Radiosurgery Using a Wavelet Diffusion Model for Sparse Representation
WACV 2026
Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature Generation
CVPR 2025
Fast Training of Sinusoidal Neural Fields via Scaling Initialization
ICLR 2025
In Search of a Data Transformation That Accelerates Neural Field Training
CVPR 2024
A Deep Learning Approach for Placing Magnetic Resonance Spectroscopy Voxels in Brain Tumors
MICCAI 2024
Beyond RGB: A Real World Dataset for Multispectral Imaging in Mobile Devices
WACV 2024