Kyungeun Lee

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Diffusion Model

Systematic Review

Brain Segmentation

Top Venues

Reliab. Eng. Syst. Saf.

Publications

Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains. CoRR (2024)
Jihoon Cho, Suhyun Ahn, Beomju Kim, Hyungjoon Bae, Xiaofeng Liu, Fangxu Xing, Kyungeun Lee, Georges El Fakhri, Van J. Wedeen, Jonghye Woo, Jinah Park
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views. CoRR (2024)
Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee
Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion. AAAI (2023)
Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee
DR.CPO: Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion. CoRR (2023)
Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning. CoRR (2023)
Seong-Hyeok Yang, Hwisang Jo, Kyungeun Lee, Ikjin Lee
Expected system improvement (ESI): A new learning function for system reliability analysis. Reliab. Eng. Syst. Saf. 222 (2022)
Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee
Short-Term Traffic Prediction With Deep Neural Networks: A Survey. IEEE Access 9 (2021)
Daeyoung Choi, Kyungeun Lee, Duhun Hwang, Wonjong Rhee
Statistical Characteristics of Deep Representations: An Empirical Investigation. ICANN (5) (2021)
Kyungeun Lee, Gene Lee, Luis Rabelo
A Systematic Review of the Multi-Resolution Modeling (MRM) for Integration of Live, Virtual, and Constructive Systems. Inf. 11 (10) (2020)
Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee
Short-term Traffic Prediction with Deep Neural Networks: A Survey. CoRR (2020)
Kyungeun Lee, Wonjong Rhee
Graph Convolutional Modules for Traffic Forecasting. CoRR (2019)
Daeyoung Choi, Kyungeun Lee, Changho Shin, Wonjong Rhee
On the Statistical and Information-theoretic Characteristics of Deep Network Representations. CoRR (2018)