Minkyung Kwon

M.S. Student, Kim Jaechul Graduate School of AI, KAIST

Research in 3D Computer Vision & Generative Models

I am a graduate student in the Kim Jaechul Graduate School of AI at KAIST, advised by Prof. Seungryong Kim. My research focuses on 3D vision, multi-view diffusion models, and geometry-aware generative models for novel view synthesis and 3D reconstruction. I am also working closely with Dr. Jin-Hwa Kim at NAVER AI Lab.

Broadly, I am interested in how we can endow generative models with a consistent understanding of the 3D world, bridging geometry, representation learning, and controllable generation.

Email · Google Scholar · GitHub · LinkedIn

Minkyung Kwon Minkyung Kwon

News

  • Jun 2026 Our papers GLD & Seoul World Model are accepted to ECCV 2026!
  • Jun 2026 Our paper MORPHOS is out now on arXiv!
  • May 2026 Excited to start an internship at NAVER AI Lab, Generation Research Team!
  • Mar 2026 Our paper GLD & SWM is out now on arXiv!
  • Feb 2026 Our paper ReNoV is out now on arXiv!
  • Feb 2026 Our paper CAMEO is accepted to CVPR 2026!
  • Dec 2025 Started MS at KAIST AI CVLab!
  • Sep 2025 Joined KAIST AI CVLab as an undergraduate researcher.

Education

  • Korea Advanced Institute of Science and Technology (KAIST)
    M.S. in Artificial Intelligence Mar. 2025 - Present
  • Pohang University of Science and Technology (POSTECH)
    B.S. in Computer Science & Engineering Feb. 2021 - Jan. 2025

Selected Publications

(* indicates equal contribution, † indicates corresponding author)

Conference

  1. Geometric Latent Diffusion teaser
    ECCV 2026

    Geometric Latent Diffusion: Repurposing Geometric Foundation Models for Multi-view Diffusion

    Wooseok Jang, Seonghu Jeon, Jisang Han, Jinhyeok Choi, Minkyung Kwon, Seungryong Kim, Saining Xie, Sainan Liu

    ECCV, 2026

    arXiv · Project page · Code

  2. ECCV 2026

    Seoul World Model: Grounding World Simulation Models in a Real-World Metropolis

    Junyoung Seo*, Hyunwook Choi*, Minkyung Kwon, Jinhyeok Choi, Siyoon Jin, Gayoung Lee, Junho Kim, JoungBin Lee, Geonmo Gu, Dongyoon Han, Sangdoo Yun, Seungryong Kim†, Jin-Hwa Kim†

    ECCV, 2026

    arXiv · Project page

  3. CAMEO teaser
    CVPR 2026

    CAMEO: Correspondence-Attention Alignment for Multi-View Diffusion Models

    Minkyung Kwon*, Jinhyeok Choi*, Jiho Park*, Seonghu Jeon, Junyoung Seo, Minseop Kwak, Jin-Hwa Kim†, Seungryong Kim†

    CVPR, 2026

    arXiv · Project page · Code

Preprint (Under Review)

  1. MORPHOS teaser
    Under Review

    MORPHOS: Autoregressive 4D Generation with Temporal Structured Latents

    Minkyung Kwon*, Jinhyeok Choi*, Youngjin Shin, Jaeyeong Kim, JongMin Lee, Seungryong Kim†

    arXiv, 2026

    Project page · Code

  2. ReNoV teaser
    Under Review

    ReNoV: Projected Representation Conditioning for High-fidelity Novel View Synthesis

    Minseop Kwak*, Minkyung Kwon*, Jinhyeok Choi*, Jiho Park, Seungryong Kim†

    arXiv, 2026

    arXiv · Project page · Code

Others

  • ⚾ I'm a big fan of baseball and love watching a game in person!
  • ✈️ I love traveling and exploring new places!
Minkyung's hobby photo Minkyung's hobby photo Minkyung's hobby photo