Junseok Kwon

Full Professor, School of Computer Science and Engineering, Chung-Ang University

Joined

January 2020

Names

Junseok Kwon (Preferred)

Emails

****@cau.ac.kr (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Computer Science and Engineering, Chung-Ang University (cau.ac.kr)

2016 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Luc Van Gool

2013 – 2014

PhD Advisor

Kyoung Mu Lee

2006 – 2013

Expertise

Computer Vision

Present

Machine learning

Present

Object Tracking

Present

3D vision

Present

Publications

Spectral-guided Physical Dynamics Distillation
Youjin Kim, Dagyeong Na, Jae Yong Lee, Junseok Kwon
- ICLR 2026 Poster
- Readers: Everyone
Fitting Feature Norm to Confidence: A Regularization Approach for Robust Out-of-Distribution Detection
Jinhee Park, Minjun Kim, Junseok Kwon
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Real-Aware Residual Model Merging for Deepfake Detection
Jinhee Park, Guisik Kim, Choongsang Cho, Junseok Kwon
- Submitted to ICLR 2026
- Readers: Everyone
Well-NeRF: Ensuring Well-Posed Neural Radiance Fields via View Frustum and Shadow Zone Based Regularization
Geunho Kim, Jinwook Paeng, Jin Hong, Yoojin Han, Junseok Kwon
- Submitted to ICLR 2025
- Readers: Everyone
WildTalker: Talking Portrait Synthesis In the Wild
Seonghak Lee, Jisoo Park, Junseok Kwon
- ECCV 2024 Wild3D
- Readers: Everyone
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- ICLR 2023 Conference Withdrawn Submission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
Localized Curvature-based Combinatorial Subgraph Sampling for Large-scale Graphs
Dong Wook Shu, Youjin Kim, Junseok Kwon
- 16 May 2022 (modified: 05 May 2023)
- NeurIPS 2022 Submitted
- 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
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

View all 28 publications

Co-Authors

View all 27 co-authors