I am a research engineer. I received M.S. degrees from the Yonsei University, where I was advised by Ha Young Kim. I am broadly interested in machine learning, computer vision and multi modal models. Specifically, my research interests include
- Object Recognition
- Domain Generalization and Adaptation
- Vision and Language(multi-modal) System
but not limited to.
🔥 News
- 2023.02: 🎉🎉 One paper has been accepted at CVPR 2023.
📝 Publications
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Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization
Computer Vision and Pattern Recognition (CVPR) 2023
Sangrok Lee*, Jongseong Bae*, Ha Young Kim
*:equal contribtion
[paper][code] -
Multi-attention-based soft partition network for vehicle re-identification
Journal of Computational Design and Engineering (JCDE), 2023 SCIE(IF:6.16)
Sangrok Lee, Taekang woo, Sang Hun Lee
[paper][code] -
ESGCN: Edge Squeeze Attention Graph Convolutional Network for Traffic Flow Forecasting
-
SBNet: Segmentation-based Network for Natural Language-based Vehicle Search
Computer Vision and Pattern Recognition Workshop(CVPRW) 2021
Sangrok Lee, Taekang woo, Sang Hun Lee
[paper][code] -
StRDAN: Synthetic-to-Real Domain Adaptation Network for Vehicle Re-Identification
Computer Vision and Pattern Recognition Workshop(CVPRW) 2020
Sangrok Lee, Eunsoo Park, Hongsuk Yi, Sang Hun Lee
[paper] [code] -
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection
Computer Vision and Pattern Recognition Workshop (CVPRW) 2019
Youngwan Lee, Joongwon Hwang, Sangrok Lee, Yuseok Bae, Jongyoul Park
[paper][timm]
📖 Educations
- 2021.07 - 2023.08, Graduate School of Information, Yonsei University. Advised by Ha Young Kim.
- 2012.03 - 2019.02, Hankuk University of Foreign Studies.
💬 Academic Services
Reviewer
- IEEE / CVF Conference on Computer Vision and Pattern Recognition (CVPR): 2023
- IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS): 2023
Pet Project
- 2015 - Current, HUFSPOON (Full-Stack Software Engineer)