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Machine Intelligence & Data Science
(MIDAS) Laboratory

We are developing state-of-the-art AI & data science solutions for computational vision and imaging, as well as improving their fundamental understanding.

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Research Overview

Our research interests in data science include

  • AI & machine learning,

  • optimization, and 

  • sampling

with past and current projects in computational vision and imaging:

  • computational cameras,

  • medical imaging, and

  • vision-based autonomous systems.

Latest Publications

Diffusion models for three-dimensional (3D) volume reconstruction

Diffusion models can generate high-quality and diverse samples. By changing additional information so-called condition, one can manipulate generation outcomes. The paper proposes a new conditional diffusion model that reconstructs high-quality 3D volumes from a few 2D images with a new vision transformer architecture.

Join our mailing list for updates on publications and events

Contact Us

The MIDAS lab is looking forward to working with you. Contact us using the info below. 

If you are a prospective student, post-doc, or a visitor, please first read write-ups in the "Prospective Members" link.

2066 Seobu-ro, Jangan-gu, Suwon, Gyeonggi, South Korea

iychun@skku.edu

(+82) 31-290-7108 

© 2022 by Il Yong Chun.

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