Æȷοì
Sangmin Lee
Sangmin Lee
KAIST Dept. Mathematics
kaist.ac.krÀÇ À̸ÞÀÏ È®ÀεÊ
Á¦¸ñ
Àοë
Àοë
¿¬µµ
Training debiased subnetworks with contrastive weight pruning
GY Park, S Lee, SW Lee, JC Ye
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern ¡¦, 2023
162023
Self-supervised debiasing using low rank regularization
GY Park, C Jung, S Lee, JC Ye, SW Lee
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern ¡¦, 2024
42024
Magnitude and angle dynamics in training single ReLU neurons
S Lee, B Sim, JC Ye
Neural Networks 178, 106435, 2024
22024
Defining Neural Network Architecture through Polytope Structures of Dataset
S Lee, A Mammadov, JC Ye
arXiv preprint arXiv:2402.02407, 2024
12024
Data Topology-Dependent Upper Bounds of Neural Network Widths
S Lee, JC Ye
arXiv preprint arXiv:2305.16375, 2023
12023
Efficient debiasing with contrastive weight pruning
GY Park, SW Lee, JC Ye
12022
Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI
WJ Kim, H Chung, J Kim, S Lee, B Sim, JC Ye
arXiv preprint arXiv:2411.15265, 2024
2024
Support Vectors and Gradient Dynamics for Implicit Bias in ReLU Networks.
S Lee, B Sim, JC Ye
arXiv preprint arXiv:2209.05510, 2022
2022
ÇöÀç ½Ã½ºÅÛÀÌ ÀÛµ¿µÇÁö ¾Ê½À´Ï´Ù. ³ªÁß¿¡ ´Ù½Ã ½ÃµµÇØ ÁÖ¼¼¿ä.
ÇмúÀÚ·á 1–8