Hi, I'm Junoh Lee!

I am a Research Scientist

PhD candidate in EECS

I am a Ph.D. Candidate at School of Electrical Engineering and Computer Science, GIST, advised by Prof. Hae-Gon Jeon. I received B.S. degrees in EECS from GIST and GIST in 2019. My research is focused on 3D reconstruction(Currently, Gaussian Splatting).

Gwangju Institute of Science and Technology

https://github.com/juno181

juno@gm.gist.ac.kr

Google Scholar

Linkedin

Research Interests

3D Reconstruction

Neural Radiance Field, Gaussian Splatting, View Synthesis

Computer Vision

Image Detection, Depth Completion, Large Language Model, Diffusion Model

Machine Learning

Deep Learning, Large Language Model, Optimization

Skills

Python95%
PyTorch90%
Tensorflow 80%
C/C++ 70%
Docker Orchestration 60%
Cuda C 50%

Resume

Summary

Junoh Lee

Full stack programmer

  • GIST, Electrical Engineering and Computer Science Building C, Room 412
    123, Cheomdangwagi-ro, Buk-gu, Gwangju, Republic of Korea
  • juno@gm.gist.ac.kr

Research Experience

Research Intern

2017 - 2018

Gwangju Institute of Science and Technology, Gwangju, South Korea

  • Researched natural language processing

Education

PhD of Electrical Engineering and Computer Science & Graphic Design

2020 - Present

Gwangju Institute of Science and Technology, Gwangju, South Korea

Advisor: Prof. Hae-Gon Jeon

Bachelor of Electrical Engineering and Computer Science & Mathematics

2015 - 2019

Gwangju Institute of Science and Technology, Gwangju, South Korea

Advisor: Prof. Jonghyun Choi

Publications

  • All
  • Conference
  • Journal

Fully Explicit Dynamic Gaussian Splatting

Junoh Lee, Changyeon Won, Hyunjun Jung, Inhwan Bae and Hae-Gon Jeon

Neural Information Processing Systems (NeurIPS) 2024

Project Page NeruIPS Paper Code

What Makes Deviant Places?

Jin-Hwi Park*, Young-Jae Park*, Ilyung Cheong, Junoh Lee Young Eun Huh, and Hae-Gon Jeon (* equally contributed)

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (IF: 23.6), 2024

Paper Code

Depth Prompting for Sensor-agnostic Depth Estimation

Jin-Hwi Park, Chanhwi Jeong, Junoh Lee and Hae-Gon Jeon

Computer Vision and Pattern Recognition (CVPR) 2024

CVPR Paper Code

Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction

Inhwan Bae, Junoh Lee and Hae-Gon Jeon

Computer Vision and Pattern Recognition (CVPR) 2024

Project Page CVPR Paper Code

Geometry-Aware Projective Mapping for Unbounded Neural Radiance Fields

Junoh Lee, Hyunjun Jung, Jin-Hwi Park, Inhwan Bae and Hae-Gon Jeon

International Conference on Learning Representations (ICLR) 2024

ICLR Paper

DevianceNet: Learning to Predict Deviance from A Large-scale Geo-tagged Dataset

Jin-Hwi Park*, Young-Jae Park*, Junoh Lee and Hae-Gon Jeon (* equally contributed)

The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI) 2022

Project Page AAAI Paper

Contact

GIST, Electrical Engineering and Computer Science Building C, Room 412
123, Cheomdangwagi-ro, Buk-gu, Gwangju, Republic of Korea

juno@gm.gist.ac.kr

Linkedin