Seung Hyun Lee

PhD student, CSE, University of Michigan - Ann Arbor

Joined

September 2022

Names

Seung Hyun Lee (Preferred)

Emails

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

****@umich.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Semantic Scholar

Career & Education History

PhD student

CSE, University of Michigan - Ann Arbor (umich.edu)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Stella X. Yu

2024 – Present

Coworker

Feng Yang

2023 – 2024

Expertise

Sound-guided visual synthesis

2022 – 2025

Reinforcement Learning for Diffusion Models

2023 – 2024

In-context learning in image cropping

2023 – 2024

Publications

SHED Light on Segmentation for Monocular Depth Estimation
Seung Hyun Lee, Sangwoo Mo, Stella X. Yu
- Submitted to ICLR 2026
- Readers: Everyone
SHED Light on Segmentation for Depth Estimation
Seung Hyun Lee, Sangwoo Mo, Stella X. Yu
- SP4V
- Readers: Everyone
Semantically complex audio to video generation with audio source separation
Sieun Kim, Jaehwan Jeong, Sumin In, Seung Hyun Lee, Seungryong Kim, Saerom Kim, Wooyeol Baek, Sang Ho Yoon, Eugenio Culurciello, Sangpil Kim
- Eng. Appl. Artif. Intell. 2025
- Readers: Everyone
Cropper: Vision-Language Model for Image Cropping through In-Context Learning
Seung Hyun Lee, Jijun Jiang, Yiran Xu, Zhuofang Li, Junjie Ke, Yinxiao Li, Junfeng He, Steven Hickson, Katie Datsenko, Sangpil Kim, Ming-Hsuan Yang, Irfan Essa, Feng Yang
- CVPR 2025
- Readers: Everyone
Audio-guided implicit neural representation for local image stylization
Seung Hyun Lee, Sieun Kim, Wonmin Byeon, Gyeongrok Oh, Sumin In, Hyeongcheol Park, Sang Ho Yoon, Sung-Hee Hong, Jinkyu Kim, Sangpil Kim
- Comput. Vis. Media 2024
- Readers: Everyone
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation
Seung Hyun Lee, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang
- CoRR 2024
- Readers: Everyone
Cropper: Vision-Language Model for Image Cropping through In-Context Learning
Seung Hyun Lee, Junjie Ke, Yinxiao Li, Junfeng He, Steven Hickson, Katie Datsenko, Sangpil Kim, Ming-Hsuan Yang, Irfan Essa, Feng Yang
- CoRR 2024
- Readers: Everyone
Parrot: Pareto-Optimal Multi-reward Reinforcement Learning Framework for Text-to-Image Generation
Seung Hyun Lee, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang
- ECCV (38) 2024
- Readers: Everyone
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion
Yujin Jeong, Wonjeong Ryu, Seung Hyun Lee, Da Bin Seo, Wonmin Byeon, Sangpil Kim, Jinkyu Kim
- DeployableGenerativeAI
- Readers: Everyone
Soundini: Sound-Guided Diffusion for Natural Video Editing
Seung Hyun Lee, Sieun Kim, Innfarn Yoo, Feng Yang, Donghyeon Cho, Youngseo Kim, Huiwen Chang, Jinkyu Kim, Sangpil Kim
- 2023 (modified: 25 Apr 2023)
- CoRR 2023
- Readers: Everyone

View all 15 publications

Co-Authors

View all 47 co-authors