Hoon Kim
4 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Application Areas
(2)
Speech & Audio
(1)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
synthetic data
(2)
self-supervised learning
(2)
image restoration
(1)
autonomous driving
(1)
trajectory prediction
(1)
connectionist temporal classification
(1)
motion model
(1)
gaze estimation
(1)
speech representation
(1)
wav2vec 2.0
(1)
pronunciation assessment
(1)
physics-based rendering
(1)
bidirectional mapping
(1)
dangerous vehicle identification
(1)
driving simulator
(1)
label adaptation
(1)
vehicle classification
(1)
portrait relighting
(1)
reflectance model
(1)
dangerous vehicle detection
(1)
Papers
SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting
CVPR 2024
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning
Interspeech 2022
Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator
AAAI 2019
Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings
ICLR 2018