Gyeongrok Oh | Korea University

About Me

I am a Ph.D. student at the department of artificial intelligence in Korea University, supervised by Prof. Sangpil Kim. My research interests are mainly on computer vision, especially multi-modal generative model and autonomy systems.

Research Interests

Multi-modal Representaton: Multi-modal generative model.
Autonomous Driving: 3D Object Detection, Occupancy Prediction

News

[Dec. 2024] Our paper about video demoire is accepted to Neural Networks.
[July. 2024] Our paper about text-to-video generation is accepted to ECCV 2024.
[Mar. 2024] Our paper about image manipulation is accepted to Neural Networks.
[Feb. 2024] Our paper about image stylization is accepted to Computational Visual Media.
[Jan. 2024] I started research collaboration with Samsung Advanced Institute of Technology.
[Dec. 2023] Our paper about domain adaptation for 3DOD is accepted to AAAI 2024.
[Aug. 2023] Our paper about hand pose estimation and action recognition is accepted to BMVC 2023 (Oral).
[Sept. 2022] Started the integrated MS/PhD program in the Computer Vision Lab, Korea University.
[July. 2022] Our paper about sound-to-video generation is accepted to ECCV 2022.

Publications

NN

FPANet: Frequency-based Video Demoireing using Frame-level Post Alignment

Gyeongrok Oh, Sungjune Kim, Heon Gu, Sang Ho Yoon, Jinkyu Kim*, Sangpil Kim*

Neural Networks, 2024.

PDF Impact Factor 7.8

ECCV

MEVG: Multi-event Video Generation with Text-to-Video Models

Gyeongrok Oh, Jaehwan Jeong, Sieun Kim, Wonmin Byeon, Jinkyu Kim, Sungwoong Kim, Sangpil Kim

European Conference on Computer Vision (ECCV), 2024.

PDF Project Page Poster

NN

Robust Sound-Guided Image Manipulation

Seunghyun Lee†, Hyung-gun Chi†, Gyeongrok Oh, Wonmin Byeon, Sang Ho Yoon, Hyunje Park, Wonjun Cho, Jinkyu Kim*, Sangpil Kim*

Neural Networks, 2024.

PDF Project Page Impact Factor 7.8

CVM

Audio-Guided Implicit Neural Representation for Local Image Stylization

Seung Hyun Lee†, Sieun Kim†, Wonmin Byeon, Gyeongrok Oh, Sumin In, Hyeongcheol Park, Sang Ho Yoon, Sung-hee Hong, Jinkyu Kim*, and Sangpil Kim*

Computational Visual Media, 2024.

PDF Impact Factor 6.9

AAAI

CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-based 3D Object Detection

Gyusam Chang†, Wonseok Roh†, Sujin Jang, Dongwook Lee, Daehyun Ji, Gyeongrok Oh, Jinsun Park, Jinkyu Kim*, Sangpil Kim*

Association for the Advancement of Artificial Intelligence, 2024.

PDF Poster

BMVC

Functional Hand Type Prior for 3D Hand Pose Estimation and Action Recognition from Egocentric View Monocular Videos

Wonseok Roh, Seung Hyun Lee, Wonjeong Ryoo, Gyeongrok Oh, Soo Yeon Hwang, Hyung-gun Chi, Sangpil Kim

British Machine Vision Conference, 2023.

PDF Oral

ECCV

Sound-Guided Semantic Video Generation

Seunghyun Lee, Gyeongrok Oh, Wonmin Byeon, Wonjeong Ryoo, Sang Ho Yoon, Jinkyu Kim*, Sangpil Kim*

European Conference on Computer Vision (ECCV), 2022.

PDF Code Project Page Poster

Services

Conference Reviewers

Program Committee

The Association for the Advancement of Artificial Intelligence (AAAI) 2025