Sohwi Lim

KAIST AMI LAB

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I am currently M.S student studying in KAIST, Daejeon, South Korea and a member of AMI Lab advised by Prof. Tae-Hyun Oh. My research interests include multi-modal learning and its applications in computer vision, but not limited to.

news

Feb 21, 2026 My first-author paper has been accepted to CVPR 2026!
Feb 06, 2026 I received Outstanding Poster Presentation Award from IPIU 2026!
Dec 19, 2025 My co-authored paper has received Best Excellence Prize ($5,000 prize), Electronics Times ICT Paper Awards 2025!
Nov 11, 2025 My co-authored paper has been accepted to WACV 2026!

selected publications

  1. arXiv
    Early Failure Detection and Intervention in Video Diffusion Models
    Kwon Byung-Ki, Sohwi Lim, Nam Hyeon-Woo, Moon Ye-Bin, and Tae-Hyun Oh
    2026
    arXiv
  2. arXiv
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    Measurement-Consistent Langevin Corrector for Stabilizing Latent Diffusion Inverse Problem Solvers
    Lee Hyoseok, Sohwi Lim, Eunju Cha, and Tae-Hyun Oh
    2026
    arXiv
  3. CVPR
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    CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space
    Sohwi Lim, Lee Hyoseok, Jungjoon Park, and Tae-Hyun Oh
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
    Website
  4. WACV
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    Patch-wise Retrieval: A Bag of Practical Techniques for Instance-level Matching
    Wonseok Choi, Sohwi Lim, Nam Hyeon-Woo, Moon Ye-Bin, Dong-Ju Jeong, Jinyoung Hwang, and Tae-Hyun Oh
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026
    arXiv Website