Jae Won Jang

I am an integrated MS/PhD student at Artificial Intelligence from the College of Engineering in Seoul National University, where I was advised by Prof. Nojun Kwak in the Machine Intelligence and Pattern Analysis Lab (MIPAL). Previously, I obtained my bachelor's degree from the College of Engineering, SNU, majoring in Naval Architecture and Ocean Engineering and Industrial Engineering.

My research interests lie in computer vision, deep learning, and neural rendering. Much of my recent work has focused on efficient NeRF and dynamic scene reconstrucition with Gaussian Splatting.

Email  /  Google Scholar

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Research
4DGS360: 360° Gaussian Reconstruction of Dynamic Objects from a Single Video
Jae Won Jang, Yeonjin Chang, Wonsik Shin, Juhwan Cho, Nojun Kwak
Under Review
project page

We present 4DGS360, a method for reconstructing 360° Gaussian representations of dynamic objects from a single monocular video.

DivCon-NeRF: Generating Augmented Rays with Diversity and Consistency for Few-shot View Synthesis
Ingyun Lee, Jae Won Jang, Seunghyeon Seo, Nojun Kwak
Under Review
arXiv

We propose DivCon-NeRF, a novel ray augmentation method designed for few-shot novel view synthesis. By introducing surface-sphere and inner-sphere augmentation techniques, our method effectively balances ray diversity and geometric consistency, which helps suppress floaters and appearance artifacts often seen in sparse-input settings.

TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis
Hyeonjin Kim, Min Kyu Kim, Jae Won Jang, KiYoon Yoo, Nojun Kwak
Workshop on ClinicalNLP at NAACL, 2024


Thanks for sharing the website template, Jon Barron. :)