Jaemoo Choi
8 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🏆
Keyword Champion
(4)
Venues
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(7)
Optimization & Theory · Machine Learning
(7)
Models
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Computer Vision
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
generative model
(6)
unbalanced optimal transport
(4)
optimal transport
(3)
image-to-image translation
(1)
class imbalance
(1)
map estimation
(1)
distribution matching
(1)
probability distribution
(1)
robust estimation
(1)
inverse problem
(1)
denoising diffusion model
(1)
min-max optimization
(1)
transport map
(1)
wasserstein gradient flow
(1)
adversarial network
(1)
spurious solution
(1)
semi-dual formulation
(1)
barycenter estimation
(1)
neural network
(1)
fid score
(1)
Papers
Improving Neural Optimal Transport via Displacement Interpolation
ICLR 2025
Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan
ICML 2025
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport
ICLR 2025
Unpaired Point Cloud Completion via Unbalanced Optimal Transport
ICML 2025
Analyzing and Improving Optimal-Transport-based Adversarial Networks
ICLR 2024
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport
ICML 2024
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport
NeurIPS 2023
Restoration based Generative Models
ICML 2023