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Sangmin Lee

Affiliations:
  • Korea Advanced Institute of Science and Technology, KAIST, Department of Mathematical Sciences, Daejeon, Korea
  • University of Ulsan College of Medicine, College of Medicine, Asan Medical Center, Seoul, Korea


According to our database1, Sangmin Lee authored at least 11 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Defining Neural Network Architecture through Polytope Structures of Dataset.
[BibTeX]
[DOI]
Sangmin Lee
,
Abbas Mammadov
,
Jong Chul Ye
CoRR, 2024

2023
Data Topology-Dependent Upper Bounds of Neural Network Widths.
[BibTeX]
[DOI]
Sangmin Lee
,
Jong Chul Ye
CoRR, 2023

Training Debiased Subnetworks with Contrastive Weight Pruning.
[BibTeX]
[DOI]
Geon Yeong Park
,
Sangmin Lee
,
Sang Wan Lee
,
Jong Chul Ye
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification.
[BibTeX]
[DOI]
Sangjoon Park
,
Gwanghyun Kim
,
Yujin Oh
,
Joon Beom Seo
,
Sang Min Lee
,
Jin Hwan Kim
,
Sungjun Moon
,
Jae-Kwang Lim
,
Jong Chul Ye
Medical Image Anal., 2022

Efficient debiasing with contrastive weight pruning.
[BibTeX]
[DOI]
Geon Yeong Park
,
Sangmin Lee
,
Sang Wan Lee
,
Jong Chul Ye
CoRR, 2022

Magnitude and Angle Dynamics in Training Single ReLU Neurons.
[BibTeX]
[DOI]
Sangmin Lee
,
Byeongsu Sim
,
Jong Chul Ye
CoRR, 2022

AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation.
[BibTeX]
[DOI]
Sangjoon Park
,
Gwanghyun Kim
,
Yujin Oh
,
Joon Beom Seo
,
Sang Min Lee
,
Jin Hwan Kim
,
Sungjun Moon
,
Jae-Kwang Lim
,
Chang Min Park
,
Jong Chul Ye
CoRR, 2022

Support Vectors and Gradient Dynamics for Implicit Bias in ReLU Networks.
[BibTeX]
[DOI]
Sangmin Lee
,
Byeongsu Sim
,
Jong Chul Ye
CoRR, 2022

2021
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification.
[BibTeX]
[DOI]
Sangjoon Park
,
Gwanghyun Kim
,
Yujin Oh
,
Joon Beom Seo
,
Sang Min Lee
,
Jin Hwan Kim
,
Sungjun Moon
,
Jae-Kwang Lim
,
Jong Chul Ye
CoRR, 2021

Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer.
[BibTeX]
[DOI]
Gwanghyun Kim
,
Sangjoon Park
,
Yujin Oh
,
Joon Beom Seo
,
Sang Min Lee
,
Jin Hwan Kim
,
Sungjun Moon
,
Jae-Kwang Lim
,
Jong Chul Ye
CoRR, 2021

Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus.
[BibTeX]
[DOI]
Sangjoon Park
,
Gwanghyun Kim
,
Yujin Oh
,
Joon Beom Seo
,
Sang Min Lee
,
Jin Hwan Kim
,
Sungjun Moon
,
Jae-Kwang Lim
,
Jong Chul Ye
CoRR, 2021


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