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 13 papers between 2021 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Links

On csauthors.net:

Bibliography

2024

Magnitude and angle dynamics in training single ReLU neurons.

[BibT_eX]

[DOI]

Sangmin Lee

Byeongsu Sim

Jong Chul Ye

Neural Networks, 2024

Defining Neural Network Architecture through Polytope Structures of Dataset.

[BibT_eX]

[DOI]

Sangmin Lee

Abbas Mammadov

Jong Chul Ye

CoRR, 2024

Defining Neural Network Architecture through Polytope Structures of Datasets.

[BibT_eX]

[DOI]

Sangmin Lee

Abbas Mammadov

Jong Chul Ye

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Self-Supervised Debiasing Using Low Rank Regularization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Data Topology-Dependent Upper Bounds of Neural Network Widths.

[BibT_eX]

[DOI]

Sangmin Lee

Jong Chul Ye

CoRR, 2023

Training Debiased Subnetworks with Contrastive Weight Pruning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Efficient debiasing with contrastive weight pruning.

[BibT_eX]

[DOI]

CoRR, 2022

AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation.

[BibT_eX]

[DOI]

CoRR, 2022

Support Vectors and Gradient Dynamics for Implicit Bias in ReLU Networks.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

CoRR, 2021

Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer.

[BibT_eX]

[DOI]

CoRR, 2021

Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus.

[BibT_eX]

[DOI]

CoRR, 2021

Sangmin Lee

Timeline

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