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ORCIDSangmin Lee 0017
Person information
- affiliation: Korea Advanced Institute of Science and Technology, KAIST, Department of Mathematical Sciences, Daejeon, Korea
- affiliation: University of Ulsan College of Medicine, College of Medicine, Asan Medical Center, Seoul, Korea
Other persons with the same name
- Sangmin Lee (aka: Sang-Min Lee, SangMin Lee, Sang-min Lee, Sang Min Lee) — disambiguation page
- Sangmin Lee 0001
![[0000-0002-8606-2549]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-8606-2549")
— Korea Advanced Institute of Science and Technology (KAIST), School of Electrical Engineering, Image and Video Systems Lab, Daejeon, South Korea - Sangmin Lee 0002 — Kyung Hee University, Yongin, Korea
- Sangmin Lee 0003 — Korea Advanced Institute of Science and Technology (KAIST), Department of School of Computing, Daejeon, Korea
- Sangmin Lee 0004 — Inha University, Incheon, Republic of Korea
- Sangmin Lee 0005 — University of Seoul, Seoul, South Korea
- Sangmin Lee 0006 — Kwangwoon University, College of Software and Convergence, Seoul, Korea
- Sangmin Lee 0007 — Korea University, School of Electrical Engineering, Seoul, Korea
- Sangmin Lee 0008 — Seoul National University, Department of Aerospace Engineering, Korea
- Sangmin Lee 0009 — Yonsei University, Department of Mechanical Engineering, Seoul, Korea
- Sangmin-Michelle Lee (aka: Sangmin Lee 0010) — Kyung Hee University, Global Communication Department, Korea (and 1 more)
- Sangmin Lee 0011 (aka: Sang-min Lee 0011) — Korea Advanced Institute of Science and Technology, KAIST, Department of Civil and Environmental Engineering, Korea
- Sangmin Lee 0015 (aka: Sang-Min Lee 0015) — Soonchunhyang University, Department of ICT Convergence, Korea
- Sang-min Lee 0016 (aka: Sang-Min Lee 0016, Sang Min Lee 0016, SangMin Lee 0016, Sangmin Lee 0016) — Pusan National University, Department of Computer Science and Engineering, Busan, Korea
- Sangmin Lee 0019 — Soonchunhyang University, Department of Information Security Engineering, Asan, Korea
- Sang Min Lee 0012 — Korea Aerospace University, Department of Computer Engineering, Seoul, Korea
- Sang Min Lee 0013 (aka: SangMin Lee 0013) — University of Ulsan, College of Medicine, Seoul, Korea
- Sang Min Lee 0014 — Qualcomm Technologies, Inc., San Diego, CA, USA (and 2 more)
- Sang Min Lee 0018 — Hankuk Aviation University, Computer Engineering Department, Network Security Lab, Korea
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Journal Articles
- 2024
[j2]Sangmin Lee, Byeongsu Sim, Jong Chul Ye:
Magnitude and angle dynamics in training single ReLU neurons. Neural Networks 178: 106435 (2024)- 2022
- [j1]Sangjoon Park, Gwanghyun Kim, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Jong Chul Ye:
Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification. Medical Image Anal. 75: 102299 (2022)
Conference and Workshop Papers
- 2024
- [c3]Geon Yeong Park, Chanyong Jung, Sangmin Lee, Jong Chul Ye, Sang Wan Lee:
Self-Supervised Debiasing Using Low Rank Regularization. CVPR 2024: 12395-12405 - [c2]Sangmin Lee, Abbas Mammadov, Jong Chul Ye:
Defining Neural Network Architecture through Polytope Structures of Datasets. ICML 2024 - 2023
- [c1]Geon Yeong Park, Sangmin Lee, Sang Wan Lee, Jong Chul Ye:
Training Debiased Subnetworks with Contrastive Weight Pruning. CVPR 2023: 7929-7938
Informal and Other Publications
- 2024
- [i9]Sangmin Lee, Abbas Mammadov, Jong Chul Ye:
Defining Neural Network Architecture through Polytope Structures of Dataset. CoRR abs/2402.02407 (2024) - 2023
- [i8]Sangmin Lee, Jong Chul Ye:
Data Topology-Dependent Upper Bounds of Neural Network Widths. CoRR abs/2305.16375 (2023) - 2022
- [i7]Sangmin Lee, Byeongsu Sim, Jong Chul Ye:
Support Vectors and Gradient Dynamics for Implicit Bias in ReLU Networks. CoRR abs/2202.05510 (2022) - [i6]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:
AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation. CoRR abs/2202.06431 (2022) - [i5]Sangmin Lee, Byeongsu Sim, Jong Chul Ye:
Magnitude and Angle Dynamics in Training Single ReLU Neurons. CoRR abs/2209.13394 (2022) - [i4]Geon Yeong Park, Sangmin Lee, Sang Wan Lee, Jong Chul Ye:
Efficient debiasing with contrastive weight pruning. CoRR abs/2210.05247 (2022) - 2021
- [i3]Sangjoon Park, Gwanghyun Kim, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Jong Chul Ye:
Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus. CoRR abs/2103.07055 (2021) - [i2]Gwanghyun Kim, Sangjoon Park, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Jong Chul Ye:
Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer. CoRR abs/2103.07062 (2021) - [i1]Sangjoon Park, Gwanghyun Kim, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Jong Chul Ye:
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification. CoRR abs/2104.07235 (2021)
Coauthor Index
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