Sangyoon Lee
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(18)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(4)
Computer Vision
(3)
Machine Learning
(3)
Domain-Specific
(3)
Computer Science
(2)
Applications
(2)
Core Methods
(2)
Optimization & Theory · Machine Learning
(2)
Processing
(2)
Healthcare & Medicine
(1)
Analysis
(1)
Architectures
(1)
Clinical
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
multispectral imaging
(2)
stochastic gradient descent
(1)
data transformation
(1)
feature extraction
(1)
computational photography
(1)
medical imaging
(1)
model architecture
(1)
wavelet transform
(1)
illumination estimation
(1)
neural network optimization
(1)
loss landscape
(1)
signal propagation
(1)
diffusion model
(1)
weight initialization
(1)
convergence speed
(1)
feature fusion
(1)
image processing pipeline
(1)
cross-attention mechanism
(1)
neural field
(1)
multispectral image
(1)
Papers
Accelerated Dose Generation in Gamma Knife Radiosurgery Using a Wavelet Diffusion Model for Sparse Representation
WACV 2026
Fast Training of Sinusoidal Neural Fields via Scaling Initialization
ICLR 2025
Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature Generation
CVPR 2025
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
In Search of a Data Transformation That Accelerates Neural Field Training
CVPR 2024