Je-Won Kang
3 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Taxonomy Completionist
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Research topics
Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Architectures
(2)
Processing
(2)
Artificial Intelligence
(1)
Analysis
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
feature extraction
(2)
action recognition
(1)
temporal modeling
(1)
multimodal learning
(1)
multispectral imaging
(1)
video understanding
(1)
semantic role labeling
(1)
illumination estimation
(1)
computational complexity
(1)
cross-modal alignment
(1)
feature fusion
(1)
cross-attention mechanism
(1)
multispectral image
(1)
video question answering
(1)
video compression
(1)
video encoder
(1)
spectral unmixing
(1)
illumination spectrum
(1)
video-language pre-training
(1)
surface reflectance
(1)
Papers
Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature Generation
CVPR 2025
SRTube: Video-Language Pre-Training with Action-Centric Video Tube Features and Semantic Role Labeling
CVPR 2024
Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature
ICCV 2021