CMLab@CAU

- If you are interested in our lab, please refer to this page:

Research Area

✨ Pixel-Level Intelligence
- All-in-One Restoration / Super-Resolution / Deblurring / Demoiréing / AIGC refinement, etc.
🎞️ Video & Motion Intelligence
- Motion Modeling / Video Restoration / Frame Interpolation / Temporally Consistent Generation, etc.
🌐 3D/4D World Representation
- Physical World Model / Dynamic 4D scenes / Gaussian Splatting / NeRF / Novel View Synthesis / Neural Rendering, etc.
🤖 Generative / Agentic Visual AI
- Multimodal Editing / Compositing / Personalization / Controllable Generation / Agentic Visual Systems, etc.
🏗️ Real-World AI Systems & Industry Translation
- Industry-driven Visual AI / Product-oriented Research / Multimedia Applications
- CAIO @ inshorts

But not limited to.

For more details, please visit: https://cmlab.cau.ac.kr/publications.

Selected Research Highlights: From Pixels to 4D Worlds

✨ Pixel-Level

Agentic All-in-One Restoration[Project Page]

Refinement of AI Generated Content[Project Page]

Super-Resolution[Project Page]

🎞️ Video & Motion

Video Super-Resolution + Deblurring[Project Page]

eXtreme Video Frame Interpolation[Project Page]

Arbitrary-Scale Video Super-Resolution[Project Page]

🌐 3D/4D World

4D Motion Modeling[Project Page]

Efficient Feed-forward 3D[Project Page]

4D Motion Modeling[Project Page]

🤖 Generative / Agentic AI

Object Compositing[Project Page]

Morphing[Project Page]

Text-Image Manipulation[Project Page]

Editing [Project Page]

News (Click for previous news)

[08.2026] One paper (🎯 PRIMEdit) has been accepted to IEEE TPAMI (IF: 18.6).
[07.2026] Prof. Oh has been selected as an Outstanding Instructor for Spring 2026 (CAU Teaching Evaluation).
[06.2026] Three papers (🦁CHIMERA, ֎FMA-Net++, 🔎AVSR-Diff) have been accepted to ECCV 2026.
[05.2026] Prof. Oh has been selected as an CVPR 2026 Outstanding Reviewer (6.1%).
[04.2026] Two papers (🚂 MoRel, 🌱 EcoSplat) have been selected as CVPR 2026 🏅Highlights (3.6% ≈ 578/16,092).
[03.2026] Seungho and Jeongho joined our lab in the spring of 2026. Welcome!
[02.2026] 🂡 AceVFI, our comprehensive survey on Video Frame Interpolation, has been accepted to IEEE TCSVT (IF: 11.1).
[02.2026] Four papers (🚂 MoRel, 🖼️ FRAMER, 🌱 EcoSplat, ✨ FLAIR) have been accepted to CVPR 2026 (including 1 Findings).
[01.2026] One paper on Training-Free Generalist for Text Image Manipulation (🖌OmniText) has been accepted to ICLR 2026.
[12.2025] One paper on Video Demoiréing Transformer (☕️ MoCHA-former) has been accepted to Neurocomputing (IF: 6.5).
[11.2025] Two papers (♻️ I-INR, 🕵🏻‍♂️ MoBGS) have been accepted to AAAI 2026.

[10.2025] One paper on Arbitrary-Scale Super-Resolution (🌀SoFoNO) has been accepted to Neurocomputing (IF: 6.5).
[09.2025] MoBluRF🫨 [IEEE TPAMI (IF: 18.6)] has been featured on EurekAlert and CAU News as one of CAU’s global research highlights (Altmetric score 74).
[09.2025] Prof. Oh has been selected as an ICCV 2025 Outstanding Reviewer (3%).
[09.2025] SeokHyun, Yejong, and Hyungyu joined our lab in the fall of 2025 as MS students. Welcome!
[08.2025] Prof. Oh has been selected as an Outstanding Instructor for Spring 2025 (CAU Teaching Evaluation).
[07.2025] Prof. Oh will serve as a Program Committee for AAAI 2026.
[06.2025] One paper (🔍 DiffPS) on Person Search has been accepted to ICCV 2025 and selected as a🏅Highlight Paper (2.35% ≈ 263/11,152).
[05.2025] Two papers (MoBluRF🫨, DG-ReID🫆) have been accepted to IEEE TPAMI (IF: 18.6) and Neurocomputing (IF: 6.5), respectively.
[02.2025] Three papers (MoDec🎄-GS, ⏱️ BiM-VFI, ∿ SplineGS ) have been accepted to CVPR 2025.
[02.2025] Sukhun, Weeyoung, and Gyuwon joined our lab in the spring of 2025 as MS students. Welcome!
[11.2024] Prof. Oh joined inshorts as a CAIO to research and integrate Low-Level Vision techniques into real-world products.
[09.2024] Juhyun joined our lab in the fall of 2024 as MS student. Welcome!
[08.2024] Prof. Oh will serve as a Program Committee for AAAI 2025.
[06.17.2024] Prof. Oh was invited to talk on 🍎 FMA-Net and XVFI at the AIS (CVPR 2024 Workshop).
[05.29.2024] Prof. Oh has been selected as a CVPR 2024 Outstanding Reviewer (2%).
[04.05.2024] Our 🍎 FMA-Net (Final Review Scores: 5/5/4) has been selected as an 🏅Oral Paper (0.78% ≈ 90/11,532), which will be a huge honor to be presented in front of an audience of thousands of people.
[02.2024] One paper (🍎 FMA-Net) on Joint Video Super-Resolution and Deblurring has been accepted to CVPR 2024.
[11.2023] Dahyeon, Giyeol, Changhyun, Jeahun, and Hyunseo joined our lab in the spring of 2024 as MS students. Welcome!
[09.01.2023] CMLab has been newly opened by Assistant Prof. Jihyong Oh.

Collaborators

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