Sungwoo Park

Sungwoo Park

Chung-Ang University

H-index: 6

Asia-South Korea

About Sungwoo Park

Sungwoo Park, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Chung-Ang University, specializes in the field of Deep learning, Generative Model, Optimal Transport, Stochastic Dynamics.

His recent articles reflect a diverse array of research interests and contributions to the field:

InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists

Neural Stochastic Differential Games for Time-series Analysis

Wasserstein distributional harvesting for highly dense 3D point clouds

Self-Augmentation Based on Noise-Robust Probabilistic Model for Noisy Labels

Riemannian submanifold framework for log-Euclidean metric learning on symmetric positive definite manifolds

Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data

Riemannian Neural SDE: Learning Stochastic Representations on Manifolds

Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation

Sungwoo Park Information

University

Position

. Korea

Citations(all)

364

Citations(since 2020)

363

Cited By

51

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Chung-Ang University

Google Scholar

View Google Scholar Profile

Sungwoo Park Skills & Research Interests

Deep learning

Generative Model

Optimal Transport

Stochastic Dynamics

Top articles of Sungwoo Park

Title

Journal

Author(s)

Publication Date

InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists

International Conference on Learning Representations (ICLR)

Yulu Gan

Sungwoo Park

Alexander Schubert

Anthony Philippakis

Ahmed M Alaa

2023/9/30

Neural Stochastic Differential Games for Time-series Analysis

Sungwoo Park

Byoungwoo Park

Moontae Lee

Changhee Lee

2023

Wasserstein distributional harvesting for highly dense 3D point clouds

Pattern Recognition

Dong Wook Shu

Sung Woo Park

Junseok Kwon

2022/12/1

Self-Augmentation Based on Noise-Robust Probabilistic Model for Noisy Labels

IEEE Access

Byoung Woo Park

Sung Woo Park

Junseok Kwon

2022

Riemannian submanifold framework for log-Euclidean metric learning on symmetric positive definite manifolds

Expert Systems with Applications (ESWA)

Sung Woo Park

Junseok Kwon

2022

Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data

Sung Woo Park

Kyungjae Lee

Junseok Kwon

2022

Riemannian Neural SDE: Learning Stochastic Representations on Manifolds

Advances in Neural Information Processing Systems

Sung Woo Park

Hyomin Kim

Kyungjae Lee

Junseok Kwon

2022/12/6

Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation

The 38th International Conference on Machine Learning (ICML)

Sung woo Park

Dong Wook Shu

Junseok Kwon

2021

Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data

The 38th International Conference on Machine Learning (ICML)

Sung woo Park

Junseok Kwon

2021

Pixel-wise wasserstein autoencoder for highly generative dehazing

IEEE Transactions on Image Processing

Guisik Kim

Sung Woo Park

Junseok Kwon

2021/6/4

Wasserstein Distributional Normalization: Nonparametric Stochastic Modeling for Handling Noisy Labels

Sung Woo Park

Junseok Kwon

2020/10/2

SphereGAN: Sphere generative adversarial network based on geometric moment matching and its applications

IEEE Transactions on Pattern Analysis and Machine Intelligence

Sung Woo Park

Junseok Kwon

2020/8/12

Deep diffusion-invariant wasserstein distributional classification

Advances in Neural Information Processing Systems

Sung Woo Park

Dong Wook Shu

Junseok Kwon

2020

See List of Professors in Sungwoo Park University(Chung-Ang University)

Co-Authors

H-index: 32
Ahmed M. Alaa

Ahmed M. Alaa

University of California, Los Angeles

H-index: 20
Junseok Kwon

Junseok Kwon

Chung-Ang University

H-index: 16
Changhee Lee

Changhee Lee

University of California, Los Angeles

H-index: 15
Kyungjae Lee

Kyungjae Lee

Chung-Ang University

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