Sungwoo Park
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Models
(2)
Optimization
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
time series analysis
(1)
image classification
(1)
image segmentation
(1)
mean field theory
(1)
transfer learning
(1)
object detection
(1)
video synthesis
(1)
data augmentation
(1)
depth estimation
(1)
text-to-image generation
(1)
deepfake detection
(1)
instruction tuning
(1)
time series prediction
(1)
nash equilibrium
(1)
gradient descent
(1)
sublinear regret
(1)
linear bandit
(1)
cooperative game
(1)
feature augmentation
(1)
neural differential equation
(1)
Papers
Linear Bandits with Partially Observable Features
ICML 2025
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists
ICLR 2024
Mean-field Chaos Diffusion Models
ICML 2024
Neural Stochastic Differential Games for Time-series Analysis
ICML 2023
KoDF: A Large-Scale Korean DeepFake Detection Dataset
ICCV 2021