Kyungeun Lee

According to our database, Kyungeun Lee authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Towards a rigorous analysis of mutual information in contrastive learning.

Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee

Neural Networks, 2024

A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets.

Kyungeun Lee, Wonjong Rhee

CoRR, 2024

Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection.

Suhee Yoon, Sanghyu Yoon, Hankook Lee, Ye Seul Sim, Sungik Choi, Kyungeun Lee, Hye-Seung Cho, Woohyung Lim

CoRR, 2024

Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views.

Jihoon Cho, Suhyun Ahn, Beomju Kim, Hyungjoon Bae, Xiaofeng Liu, Fangxu Xing, Kyungeun Lee, Georges El Fakhri, Van J. Wedeen, Jonghye Woo, Jinah Park

CoRR, 2024

Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains.

Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim

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

2023

DR.CPO: Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion.

Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee

CoRR, 2023

Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion.

Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Expected system improvement (ESI): A new learning function for system reliability analysis.

Seong-Hyeok Yang, Hwisang Jo, Kyungeun Lee, Ikjin Lee

Reliab. Eng. Syst. Saf., 2022

2021

Short-Term Traffic Prediction With Deep Neural Networks: A Survey.

Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee

IEEE Access, 2021

Statistical Characteristics of Deep Representations: An Empirical Investigation.

Daeyoung Choi, Kyungeun Lee, Duhun Hwang, Wonjong Rhee

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

A Systematic Review of the Multi-Resolution Modeling (MRM) for Integration of Live, Virtual, and Constructive Systems.

Kyungeun Lee, Gene Lee, Luis Rabelo

Inf., 2020

2019

Graph Convolutional Modules for Traffic Forecasting.

Kyungeun Lee, Wonjong Rhee

CoRR, 2019

2018

On the Statistical and Information-theoretic Characteristics of Deep Network Representations.

Daeyoung Choi, Kyungeun Lee, Changho Shin, Wonjong Rhee

CoRR, 2018