I received Ph.D. degree in future vehicle (electrical engineering) from the Korea Advanced Institute of Science and Technology (KAIST), where I was co-advised by Prof. Kuk-Jin Yoon and Prof. In So Kweon.
My research interest lies in establishing a robust foundation for the field of computer vision. Current ongoing endeavors focus on pioneering advancements in beyond or human-level visual generation and recognition, while pursuing the data-efficiency for generalizability.
dlsrbgg33 [at] gmail.com
1199 Coleman Avenue, San Jose, CA 95110
Ph.D. in Future Vehicle Engineering, 2024
KAIST, Korea
MS in Future Vehicle Engineering, 2021
KAIST, Korea
BS in Future Vehicle Engineering, 2019
HYU, Korea
Enhancing Temporal Consistency in Video Editing by Reconstructing Videos with 3D Gaussian Splatting
arXiv
[ Paper | Project page | Code ]
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark
CVPR 2024
[ Paper | Project page ]
Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation
WACV 2024 [Oral]
*Also presented at CVPRW 2023 Workshop(T4V)
[ Paper | Code | Video Demo ]
Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging
MICCAI 2022
[ Paper ]
Test-time Adaptation in the Dynamic World with Compound Domain Knowledge Management
RAL-ICRA 2024
[ Paper ]
Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation
WACV 2023
[ Paper ]
MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation
CVPR 2022
[ Project page | Paper ]
UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation
CVPR 2022
[ Paper ]
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation
ICCV 2021 [Oral]
[ Paper ]
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation
NeurIPS 2020
[ Paper ]
Two-phase Pseudo Label Densification for Self-training based Domain Adaptation
ECCV 2020
*Also presented at CVPR 2020 Workshop(VL3)
[ Paper ]
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision
CVPR 2020 [Oral]
[ Project page | Paper | Code ]