Geon Yeong Park
About Me
I am a final-year Ph.D. student in Bio and Brain Engineering (BBE) at KAIST, co-advised by Prof. Jong Chul Ye and Prof. Sang Wan Lee. I recently worked as a Research Scientist Intern at Meta Reality Labs (London) in the 2025 summer.
My research focuses on controllable generative models, particularly diffusion models. I am especially interested in a universal Diffusion-X framework: (a) distills foundational knowledge from pre-trained diffusion models to downstream tasks (DM→X) and (b) enables interpretable, reliable, and versatile posterior sampling (X→DM).
Experience
- Meta Reality Labs, Research Intern (May 2025 - Oct 2025). Advised by Thu Nguyen-Phuoc, Andrea Vedaldi, Roman Shapovalov
- Promedius, Research Intern (Mar 2021 - Sep 2021)
- Looxid Labs, Research Intern (Sep 2018 - Jan 2019)
- NAVER Clova, Service Planning Intern (Jun 2018 - Aug 2018)
News
- [Nov. 2025] One paper (DreamMakeup) accepted at WACV 2026.
- [Jun. 2025] One paper (Inference-time distillation) accepted at ICCV 2025.
- [Feb. 2025] One paper (VideoGuide) accepted at CVPR 2025.
- [Feb. 2025] TReg is selected as a spotlight paper in ICLR 2025.
- [Jan. 2025] Two papers (CFG++, TReg) accepted at ICLR 2025.
- [Jan. 2025] DreamMakeup wins 2025 CES Innovation Awards (co-worked with AmorePacific)
- [Jan. 2025] CFG++ receives 31st Samsung Humantech Paper Award (2nd in Signal Processing)
- [Dec. 2024] I will join Meta Reality Labs Research in London as a Research Scientist Intern in 2025 summer (Mentor: Dr. Thu Nguyen-Phuoc)
- [Dec. 2024] One paper (SMA) accepted at AAAI 2025.
- [Nov. 2024] VMC is presented as an oral presentation at KCCV 2024, and wins finalist award at Qualcomm Innovation Fellowship Award 2024.
- [Jul. 2024] Two papers (Dreamsampler, DreamMotion) accepted at ECCV 2024.
- [Jun. 2024] CFG++ is available on arxiv. A simple fix to CFG that enables lower guidance scales, improves sample quality and invertibility.
- [Mar. 2024] Dreamsampler, DreamMotion, Treg is available on arxiv.
- [Mar. 2024] Three papers (Self-supervised debiasing, VMC, CDS) accepted at CVPR 2024.
- [Jan. 2024] EBCA receives 30th Samsung Humantech Paper Award (3rd in Signal Processing)
- [Dec. 2023] One poster session (EBCA) at NeurIPS 2023 in New Orleans.
Publications
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ICCV
IEEE/CVF Conference on Computer Vision (ICCV), 2025. -
CVPR
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. -
ICLR
International Conference on Learning Representations (ICLR), 2025 -
ICLR
International Conference on Learning Representations (ICLR), 2025PDF Project Page Spotlight -
WACV
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026Project Page News Honoree, CES Innovation Awards 2025 -
AAAI
AAAI Conference on Artificial Intelligence (AAAI), 2025 -
ECCV
The European Conference on Computer Vision (ECCV), 2024 -
ECCV
The European Conference on Computer Vision (ECCV), 2024 -
CVPR
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion ModelsIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024. -
CVPR
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024. -
CVPR
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024. -
NeurIPS
Conference on Neural Information Processing Systems (NeurIPS), 2023. -
CVPR
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. -
ICCV
IEEE/CVF Conference on Computer Vision (ICCV), 2021. -
ICCV
IEEE/CVF Conference on Computer Vision (ICCV), 2021. -
Nat. Commun.
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