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Park, Sung Woo
6 publications
ICLR
2022
Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data
Sung Woo Park
,
Kyungjae Lee
,
Junseok Kwon
NeurIPS
2022
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
Sung Woo Park
,
Hyomin Kim
,
Kyungjae Lee
,
Junseok Kwon
ICLRW
2022
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
Sung Woo Park
,
Hyomin Kim
,
Hyeseong Kim
,
Junseok Kwon
ICML
2021
Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation
Sung Woo Park
,
Dong Wook Shu
,
Junseok Kwon
ICML
2021
Wasserstein Distributional Normalization for Robust Distributional Certification of Noisy Labeled Data
Sung Woo Park
,
Junseok Kwon
NeurIPS
2020
Deep Diffusion-Invariant Wasserstein Distributional Classification
Sung Woo Park
,
Dong Wook Shu
,
Junseok Kwon