Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus. - Sangjoon Park; Gwanghyun Kim; Yujin Oh; Joon Beom Seo; Sang Min Lee 017; 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. - Gwanghyun Kim; Sangjoon Park; Yujin Oh; Joon Beom Seo; Sang Min Lee 017; Jin Hwan Kim; Sungjun Moon; Jae-Kwang Lim; Jong Chul Ye (CoRR, 2021)

Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification. - Sangjoon Park; Gwanghyun Kim; Yujin Oh; Joon Beom Seo; Sang Min Lee 017; Jin Hwan Kim; Sungjun Moon; Jae-Kwang Lim; Jong Chul Ye (CoRR, 2021)

Support Vectors and Gradient Dynamics for Implicit Bias in ReLU Networks. - Sangmin Lee 017; Byeongsu Sim; Jong Chul Ye (CoRR, 2022)

AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation. - Sangjoon Park; Gwanghyun Kim; Yujin Oh; Joon Beom Seo; Sang Min Lee 017; Jin Hwan Kim; Sungjun Moon; Jae-Kwang Lim; Chang Min Park; Jong Chul Ye (CoRR, 2022)

Efficient debiasing with contrastive weight pruning. - Geon Yeong Park; Sangmin Lee 017; Sang Wan Lee; Jong Chul Ye (CoRR, 2022)

Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification. - Sangjoon Park; Gwanghyun Kim; Yujin Oh; Joon Beom Seo; Sang Min Lee 017; Jin Hwan Kim; Sungjun Moon; Jae-Kwang Lim; Jong Chul Ye (Medical Image Anal., 2022)

Training Debiased Subnetworks with Contrastive Weight Pruning. - Geon Yeong Park; Sangmin Lee 017; Sang Wan Lee; Jong Chul Ye (CVPR, 2023)

Data Topology-Dependent Upper Bounds of Neural Network Widths. - Sangmin Lee 017; Jong Chul Ye (CoRR, 2023)

Self-Supervised Debiasing Using Low Rank Regularization. - Geon Yeong Park; Chanyong Jung; Sangmin Lee 017; Jong Chul Ye; Sang Wan Lee (CVPR, 2024)

Defining Neural Network Architecture through Polytope Structures of Datasets. - Sangmin Lee 017; Abbas Mammadov; Jong Chul Ye (ICML, 2024)

Defining Neural Network Architecture through Polytope Structures of Dataset. - Sangmin Lee 017; Abbas Mammadov; Jong Chul Ye (CoRR, 2024)

Magnitude and angle dynamics in training single ReLU neurons. - Sangmin Lee 017; Byeongsu Sim; Jong Chul Ye (Neural Networks, 2024)