Jaehyeok Kim

I'm a Ph.D. student at Hong Kong University of Science and Technology (HKUST) advised by Prof. Dan Xu, with Hong Kong PhD Fellowship. I received my Bachelor's degree in Computer Science also from HKUST with Academic Achievement Medal (Summa Cum Laude equivalent). I was fortunate to work as a research intern at Naver Clova.

My research interests lie in computer vision, deep learning, and dynamic human & scene modeling with 3D representations like NeRF or 3DGS.

Email / Scholar / X (Twitter) / Github

News!

01 July, 2024: One paper accepted at ECCV 2024. Appreciate Prof. Dan Xu's great help.

Publication

MoCo-NeRF: Motion-Oriented Compositional Neural Radiance Fields for Monocular Dynamic Human Modeling
Jaehyeok Kim, Dongyoon Wee, Dan Xu*
ECCV, 2024
project page / arXiv

Modeling non-rigid motions of dynamic humans as radiance residuals reduces learning complexity and enhances rendering quality, allowing for efficient and accurate reconstruction of detailed cloth dynamics.

Activities

Conference Reviewer: ACM MM 2024

Teaching

Teaching Assistant: Deep Perception, Localization, and Planning for Autonomous Vehicles @ HKUST in Spring 2023

Teaching Assistant: Deep 2D and 3D Visual Scene Understanding @ HKUST in Spring 2024

Source code from Jon Barron.