Sung Woo Park
7 papers · 2019–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ICML (2)
NIPS (2)
CVPR (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
generative adversarial network
(3)
wasserstein distance
(3)
stochastic differential equation
(2)
image generation
(1)
manifold learning
(1)
uncertainty quantification
(1)
data augmentation
(1)
point cloud
(1)
deep learning
(1)
label noise
(1)
riemannian geometry
(1)
probability measure
(1)
distributionally robust optimization
(1)
generative model
(1)
perturbation robustness
(1)
3d generation
(1)
noisy label
(1)
wasserstein gradient flow
(1)
integral probability metric
(1)
gaussian measure
(1)
Papers
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
NIPS 2022
Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data
ICLR 2022
Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data
ICML 2021
Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation
ICML 2021
Deep Diffusion-Invariant Wasserstein Distributional Classification
NIPS 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