Seunghyun Shin
Ph.D. Candidate · AI Graduate School, GIST
Email/ CV(last updated Sep 25, 2026)/ Google Scholar/ GitHub/ LinkedIn
I am a Ph.D. Candidate at AI Graduate School, GIST, advised by Prof. Hae-Gon Jeon. I received my B.S. in EECS from GIST in 2021. My research interests include aesthetic image and video enhancement, generative models, and multi-modal modeling. Feel free to contact me if you have any questions about me or my projects.
News
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Sep 2026DyMoS has been accepted at NeurIPS 2026! 🎉
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Aug 2026Received the Outstanding Reviewer Award and was selected for the Doctoral Consortium at ECCV 2026! 🏆
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Jul 2026TriMotion, On/Off Handwriting, Universal Immunization, and PIAvatar have been accepted at ECCV 2026! See you in Malmö! 🎉
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Jan 2026Motion Prior Distillation and CHROMA have been accepted at ICLR 2026! 🎉
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Sep 2025Started a research internship at Huawei Noah’s Ark Lab in London! 🔥
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Jul 2025Video Color Grading via LUT Generation has been accepted at ICCV 2025! 🎉
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Nov 2024Selected as a Finalist of the Qualcomm Innovation Fellowship Korea! 🎉
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Jul 2024Kinetic Typography Diffusion Model has been accepted at ECCV 2024! 🎉
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Jul 2024Attended the International Computer Vision Summer School (ICVSS) in Sicily, Italy! 🔥
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Feb 2024Close Imitation of Expert Retouching has been accepted at CVPR 2024! 🎉
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Jun 2023Started a research internship at the Video Processing Lab, UC San Diego! 🔥
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Feb 2023Received the Excellent Paper Award at the 29th International Workshop on Frontiers of Computer Vision! 🏆
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Nov 2022Task-specific Scene Structure Representations has been accepted at AAAI 2023 as an Oral Presentation! 🎉
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Mar 2021Started my Ph.D. journey at GIST! 🔥
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Feb 2021Received the Best B.S. Thesis Award from GIST! 🏆
Research Interests
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Creative AI
Video Color Grading, Expert-Style Retouching, Multi-View Color Harmonization
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Generative Models
Camera-Controlled Video Generation, Generative Inbetweening, Multi-Human Image Animation
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Computational Photography
Super Resolution, Denoising, Low-Light Enhancement, Depth Upsampling
Publications
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WeLike2Party! In-Context Motion Transfer for Multi-Human Image Animation
arXiv Preprint, 2026
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Controllable Crowd Generation through World-Model Planning
arXiv Preprint, 2026
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Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models
Neural Information Processing Systems (NeurIPS), 2026
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TriMotion: Modality-Agnostic Camera Control for Video Generation
European Conference on Computer Vision (ECCV), 2026
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Bridging Online and Offline Handwriting via Differentiable Physical Rendering
European Conference on Computer Vision (ECCV), 2026
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Universal Image Immunization against Diffusion-based Image Editing via Semantic Injection
European Conference on Computer Vision (ECCV), 2026
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PIAvatar: Physically Interactive Avatars via Deformation Gradient Decoupling
European Conference on Computer Vision (ECCV), 2026
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Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening
International Conference on Learning Representations (ICLR), 2026
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Kinetic Typography Diffusion Model
European Conference on Computer Vision (ECCV), 2024
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Education
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2021 – presentPh.D., AI Graduate School Gwangju Institute of Science and Technology Advisor: Prof. Hae-Gon Jeon
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Jun – Aug 2018Exchange Student University of California, Berkeley
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2017 – 2021B.S., Electrical Engineering and Computer Science Gwangju Institute of Science and Technology Advisor: Prof. Hae-Gon Jeon
Research Experience
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Sep 2025 – Mar 2026Research Intern Huawei Noah’s Ark Lab, London, United Kingdom Advisors: Prof. Jiankang Deng, Dr. Jifei Song Research: Modality-agnostic camera control for video generation
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Jun – Aug 2023Research Intern Video Processing Lab, UC San Diego, United States Advisor: Prof. Truong Nguyen Research: Aesthetic video generation using language models and metric learning
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Mar 2020 – Feb 2021Research Intern Visual AI Lab, GIST, South Korea Advisor: Prof. Hae-Gon Jeon Research: Aesthetic image decolorization using style transfer and contrast preserving
Contact
- Email seunghyuns98@gm.gist.ac.kr
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Office
Room 425, Yonsei Engineering Research Park,
50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Republic of Korea - Elsewhere