Sung Woo Park
7 papers · 2019–2022 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Mathematics & Optimization
(4)
Models
(3)
Optimization
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Architectures
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Keywords
generative adversarial network
(3)
stochastic differential equation
(3)
wasserstein distance
(3)
image generation
(1)
manifold learning
(1)
uncertainty quantification
(1)
data augmentation
(1)
point cloud
(1)
deep learning
(1)
time series
(1)
optimal control
(1)
label noise
(1)
riemannian geometry
(1)
probability measure
(1)
distributionally robust optimization
(1)
generative model
(1)
probabilistic model
(1)
perturbation robustness
(1)
3d generation
(1)
noisy label
(1)
Papers
Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data
ICLR 2022
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
NeurIPS 2022
Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation
ICML 2021
Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data
ICML 2021
Deep Diffusion-Invariant Wasserstein Distributional Classification
NeurIPS 2020
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions
ICCV 2019
Sphere Generative Adversarial Network Based on Geometric Moment Matching
CVPR 2019