Sanghoon Lee

I am a PhD student and a member of Computer Vision Lab at Yonsei University, advised by Bumsub Ham. I currently focus on deep learning and its applications to computer vision.

Email  /  Google Scholar  /  Github

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Education
  • Combined M.S/Ph.D in Electrical & Electronic Engineering, Yonsei University, Seoul, Korea. (2019.03 - Present)
  • B.S. in Electrical & Electronic Engineering, Yonsei University, Seoul, Korea. (2013.03 - 2019.02)
Publication
PLoPS: Localization-Aware Person Search with Prototypical Normalization
Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham
Pattern Recognition, 2024
paper / project site / code / bibtex
Camera-driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification
Geon Lee, Sanghoon Lee, Dohyung Kim, Younghoon Shin, Yongsang Yoon, Bumsub Ham
ICCV, 2023
paper / project site / bibtex
Decomposed Knowledge Distillation for Class-incremental Semantic Segmentation
Donghyeon Baek, Youngmin Oh, Sanghoon Lee, Junghyup Lee, Bumsub Ham
NeurIPS, 2022
paper / project site / code / bibtex
OIMNet++: Prototypical Normalization and Localization-aware Learning for Person Search
Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham
ECCV, 2022
paper / project site / code / bibtex
Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences
Hyunjong Park*, Sanghoon Lee*, Junghyup Lee, Bumsub Ham. (*: equal contribution)
ICCV, 2021
paper / project site / code / bibtex
HVPR: Hybrid Voxel-Point Representation for Single-stage 3D Object Detection
Jongyoun Noh, Sanghoon Lee, Bumsub Ham
CVPR, 2021
paper / project site / code / bibtex
Services
  • Reviewer for IEEE TPAMI 2022.
  • Reviewer for IEEE TIP 2023, 2024.
  • Reviewer for IJCV 2023, 2024.
  • Reviewer for CVPR 2023, 2024.

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