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Sungwoo Park
Assistant Professor, Korea University
Joined
February 2020
Names
Sungwoo Park
(Preferred)
,
Sung Woo Park
Emails
****@gmail.com
(Confirmed)
,
****@lgresearch.ai
(Confirmed)
,
****@berkeley.edu
(Confirmed)
,
****@korea.ac.kr
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Assistant Professor
Korea University
(korea.ac.kr)
2025
–
Present
Researcher
LG AI Research
(lgresearch.ai)
2022
–
2025
Postdoc
EECS,
University of California, Berkeley
(berkeley.edu)
2023
–
2024
PhD student
ChungAng University
(cau.ac.kr)
2018
–
2023
Advisors, Relations & Conflicts
Postdoc Advisor
Ahmed Alaa
2023
–
2024
PhD Advisor
Junseok Kwon
2018
–
2023
Expertise
Generative Modeling
Present
Publications
CooPredict : Cooperative Differential Games For Time Series Prediction
Sung Woo Park
,
Byoungwoo Park
,
Changhee Lee
,
Junseok Kwon
22 Sept 2022 (modified: 03 May 2023)
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
Sung Woo Park
,
Hyomin Kim
,
Kyungjae Lee
,
Junseok Kwon
Published: 31 Oct 2022, Last Modified: 08 Oct 2022
NeurIPS 2022 Accept
Readers:
Everyone
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
Sung Woo Park
,
Hyomin Kim
,
Hyeseong Kim
,
Junseok Kwon
Published: 25 Mar 2022, Last Modified: 05 May 2023
GTRL 2022 Poster
Readers:
Everyone
Wasserstein distributional harvesting for highly dense 3D point clouds
Dong Wook Shu
,
Sung Woo Park
,
Junseok Kwon
2022 (modified: 16 Nov 2022)
Pattern Recognit. 2022
Readers:
Everyone
SphereGAN: Sphere Generative Adversarial Network Based on Geometric Moment Matching and its Applications
Sung Woo Park
,
Junseok Kwon
2022 (modified: 16 Nov 2022)
IEEE Trans. Pattern Anal. Mach. Intell. 2022
Readers:
Everyone
Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data
Sung Woo Park
,
Kyungjae Lee
,
Junseok Kwon
2022 (modified: 16 Nov 2022)
ICLR 2022
Readers:
Everyone
Self-Augmentation Based on Noise-Robust Probabilistic Model for Noisy Labels
Byoung Woo Park
,
Sung Woo Park
,
Junseok Kwon
2022 (modified: 16 Nov 2022)
IEEE Access 2022
Readers:
Everyone
Riemannian submanifold framework for log-Euclidean metric learning on symmetric positive definite manifolds
Sung Woo Park
,
Junseok Kwon
2022 (modified: 16 Nov 2022)
Expert Syst. Appl. 2022
Readers:
Everyone
Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data
Sung Woo Park
,
Kyungjae Lee
,
Junseok Kwon
Published: 28 Jan 2022, Last Modified: 13 Feb 2023
ICLR 2022 Poster
Readers:
Everyone
Wasserstein Distributional Normalization : Nonparametric Stochastic Modeling for Handling Noisy Labels
Sung Woo Park
,
Junseok Kwon
28 Sept 2020 (modified: 05 May 2023)
ICLR 2021 Conference Blind Submission
Readers:
Everyone
View all 14 publications
Co-Authors
Byoung Woo Park
Byoungwoo Park
Changhee Lee
Dong Wook Shu
Hyeseong Kim
Hyomin Kim
Junseok Kwon
Kyungjae Lee