Wooseok Jeon

About

I am a Ph.D. student at Visual AI Lab at Yonsei University, advised by Prof. Hae-Gon Jeon. Previously, I received an M.S. in AI Convergence and a B.S. in EECS from GIST. I believe that foundation generative models encode rich priors over images and videos, and my research focuses on leveraging these priors more effectively. In particular, I aim to 1️⃣design guidance and scaling strategies to improve generation quality, and 2️⃣adapt these priors to downstream computer vision tasks.

News

[Jun. 2026]

One paper on camera controllable video generation has been accepted at ECCV 2026! See you in Malmö! 🎉
[Mar. 2026]

Successfully defended my M.S. at GIST and started my Ph.D. journey at Yonsei University! 🔥
[Jan. 2026]

One paper on generative video inbetweening has been accepted at ICLR 2026! See you in Rio! 🎉
[Sep. 2024]

Started my M.S. journey at GIST! 🔥

Publications

^* indicates equal contribution.

[P1] Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models

Wooseok Jeon^*, Seungho Park^*, Seunghyun Shin, Sangeyl Lee, Hyeonho Jeong, Hae-Gon Jeon

arXiv preprint

Paper Project Code

[C2] TriMotion: Modality-Agnostic Camera Control for Video Generation

Seunghyun Shin, Jifei Song, Wooseok Jeon, Hae-Gon Jeon, Jiankang Deng

European Conference on Computer Vision (ECCV), 2026

Paper Project Code

[C1] Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening

Wooseok Jeon, Seunghyun Shin, Dongmin Shin, Hae-Gon Jeon

International Conference on Learning Representations (ICLR), 2026

Paper Project Code

[P1] Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models

Wooseok Jeon^*, Seungho Park^*, Seunghyun Shin, Sangeyl Lee, Hyeonho Jeong, Hae-Gon Jeon

Paper Code

[C2] TriMotion: Modality-Agnostic Camera Control for Video Generation

Seunghyun Shin, Jifei Song, Wooseok Jeon, Hae-Gon Jeon, Jiankang Deng

Paper Code

[C1] Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening

Wooseok Jeon, Seunghyun Shin, Dongmin Shin, Hae-Gon Jeon

Paper Code

Education

Yonsei University

Ph.D. in Artificial Intelligence Mar. 2026 - Present

Gwangju Institute of Science and Technology (GIST)

M.S. in AI Convergence Sep. 2024 - Feb. 2026

B.S. in Electrical Engineering and Computer Science Mar. 2019 - Aug. 2024

Vitæ

Yonsei Univ Mar. 2026 - Present

Ph.D.
Artificial Intelligence
GIST Sep. 2024 - Feb. 2026

M.S.
AI Convergence
Korea Univ Sep. 2022 - Dec. 2022

Exchange student
Fall Session
UC Berkeley Jun. 2023 - Aug. 2023

Exchange student
Summer Session
GIST Mar. 2019 - Aug. 2024

B.S.
Electrical Engineering and Computer Science