Computer Vision Lab

Welcome to Computer Vision Lab

We’re looking for strong and motivated graduate students and undergraduate interns.
If you are interested, please apply ►►► HERE.

WateRF(CVPR24)

WateRF: Robust Watermarks in Radiance Fields for Protection of Copyrights
(CVPR 2024)

Youngdong Jang, Dong In Lee, MinHyuk Jang, Jong Wook Kim, Feng Yang, Sangpil Kim

Edge-Aware(CVPR24)

Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior
(CVPR 2024)

Wonseok Roh, Hwanhee Jung, Giljoo Nam, Jinseop Yeom,
Hyunje Park, Sang Ho Yoon, Sangpil Kim

Higher-order(CVPR24)

Higher-order Relational Reasoning for Trajectory Prediction
(CVPR 2024)

Sungjune Kim, Hyung-gun Chi, Hyerin Lim, Karthik Ramani, Jinkyu Kim*, Sangpil Kim*

CMDA

CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-based 3D Object Detection
(AAAI 2024)

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

SMGNN: Self-Supervised Multimodal Graph Neural Network for Recommender Systems

SMGNN: Self-Supervised Multimodal Graph Neural Network for Recommender Systems
(Information Sciences 2024, JCR Top 10%)

Sungjune Kim, Gyusam Chang, Wonseok Roh, Dae-Neung Sohn, Jung-Tae Lee, Hogun Park*, Sangpil Kim*

Event Fusion Photometric Stereo Network (Neural Networks2023)

Event Fusion Photometric Stereo Network
(Neural Networks 2023, JCR Top 10%)

Wonjeong Ryoo, Giljoo Nam, Jae-Sang Hyun*, Sangpil Kim*

The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion

The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion
(ICCV 2023)

Yujin Jeong, Won Jeong Ryoo, Da Bin Seo, Wonmin Byeon, Sangpil Kim*, Jinkyu Kim*

WWW

Dual Policy Learning for Aggregation Optimization in Recommender Systems
(WWW 2023)

Heesoo Jung, Sangpil Kim, Hogun Park

HandPose

Functional Hand Type Prior for 3D Hand Pose Estimation and Action Recognition from Egocentric View Monocular Videos (BMVC 2023, Oral)

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

Sound-Guided Semantic Image Manipulation

Sound-Guided Semantic Image Manipulation
(CVPR 2022)

Seunghyun Lee, Wonseok Roh, Wonmin Byeon, SangHo Yoon, Jinkyu Kim*, Sangpil Kim*

Sound-Guided Semantic Video Generation

Sound-Guided Semantic Video Generation
(ECCV 2022)

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

 

The lab challenges unsolved real-life problems by inventing novel artificial intelligence for computer vision. To do so, our research focuses on developing innovative computer vision systems through deep learning algorithms and heterogeneous visual sensors. We also adopt machine learning to innovate visual machine intelligence.

News!
✦ 2024.03. One paper got accepted in Neural Networks(JCR IF Top 10%).
✦ 2024.02. Three papers got accepted in CVPR 2024. Congratulations to all authors!
✦ 2024.02. One paper got accepted in Computational Visual Media(JCR IF Top 10%). Congratulations to all authors!
✦ 2023.12. One paper got accepted in AAAI 2024. Congratulations to all authors!
✦ 2023.10. One paper got accepted in Information Sciences(JCR IF Top 10%). Congratulations to all authors!

2023 Publications
✦ One paper published in Neural Networks(JCR IF Top 10%).
✦ One paper published in Virtual Reality(Q1 Journal).
✦ One paper published in ICCV 2023.
✦ One paper published in WWW 2023.
✦ One paper published in BMVC 2023(Oral).
✦ Two papers published in ICML 2023 Workshop.

2022 Publications
✦ One paper published in CVPR 2022.
✦ One paper published in ECCV 2022.
✦ One paper published in BMVC 2022.

★ 2023.08. We received GCP Credit Award ($32,600) from Google Research.
★ 2023.05. Seunghyun Lee got an internship offer from Google Research, CA, USA.
★ 2023.05. Gyusam Chang got an internship offer from Samsung AIT(종합기술원).
★ 2022.06. We received Research Funding from Google Research USA.
★ 2023.01. We initiated a collaboration project with Google Research USA.
★ 2022.08. We initiated a collaboration project with Samsung Advanced Institute of Technology.
★ 2022.05. We received GCP Credit Award ($30,000) from Google Research.
★ 2021.09. We initiated a collaboration project with NVIDIA Research USA.

In the narrow scope of research, the lab is interested in the following:
– Multi-modal Generative Model
– Multi-modal Representation Learning
– Neural watermarking to protect the copyright of AI-generated content
– Domain Generalization and Unsupervised Domain Adaptation
– Computer Vision for Autonomous Driving
– 3D Computer Vision and Inverse Graphics
– Hand Pose Estimation
– Human Computer Interaction
– Diffusion Model

Computer Vision Lab
Department of Artificial Intelligence, Korea University
603, Woojung Hall of Informatics, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841