Seungjoo Shin

I am a Ph.D. student in the Graduate School of Artificial Intelligence at POSTECH, researching as a member of the Computer Graphics Lab, under the supervision of Prof. Sunghyun Cho. Previously, I completed my M.S. in Artificial Intelligence at POSTECH, under the supervision of Prof. Jaesik Park.

My topics of interest lie in the intersection of computer graphics and computer vision, especially 3D reconstruction and neural rendering.

News

Jan. 2025
A paper about 3D Gaussian compression is accepted to ICLR 2025.
Jan. 2024
I won the Silver Prize at 30th Humantech Paper Award.
Sep. 2023
A paper about storage-efficient radiance fields is accepted to NeurIPS 2023.

Publications

Locality-aware Gaussian Compression for Fast and High-quality Rendering

Seungjoo Shin, Jaesik Park, Sunghyun Cho

International Conference on Learning Representations (ICLR), Singapore, 2025

Binary Radiance Fields

Seungjoo Shin, Jaesik Park

Conference on Neural Information Processing Systems (NeurIPS), New Orleans, 2023

Deep 3D Reconstruction of Synchrotron X-ray Computed Tomography for Intact Lungs

Seungjoo Shin*, Min Woo Kim*, Kyong Hwan Jin, Kwang Moo Yi, Yoshiki Kohmura, Tetsuya Ishikawa, Jung Ho Je, Jaesik Park (*Equal contribution.)

Nature Research (Scientific Reports), 2023

PeRFception: Perception using Radiance Fields

Yoonwoo Jeong*, Seungjoo Shin*, Junha Lee*, Christopher Choy, Animashree Anandkumar, Minsu Cho, Jaesik Park (*Equal contribution.)

Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, New Orleans, 2022

Projects

NeRF-Factory: An awesome PyTorch NeRF collection

A library providing easily extensible and usable PyTorch-implementation of 7 popular NeRF models.