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2020 – today
- 2024
[j4]Kyungeun Lee
, Jaeill Kim, Suhyun Kang, Wonjong Rhee:
Towards a rigorous analysis of mutual information in contrastive learning. Neural Networks 179: 106584 (2024)- [c3]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. ICML 2024 - [i8]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 abs/2405.07414 (2024) - [i7]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 abs/2407.12329 (2024) - [i6]Suhee Yoon, Sanghyu Yoon, Hankook Lee, Ye Seul Sim, Sungik Choi, Kyungeun Lee, Hye-Seung Cho, Woohyung Lim:
Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection. CoRR abs/2408.14841 (2024) - 2023
- [c2]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: 2282-2291 - [i5]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 abs/2303.12743 (2023) - [i4]Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee:
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning. CoRR abs/2308.15704 (2023) - 2022
- [j3]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: 108449 (2022) - 2021
- [j2]Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee:
Short-Term Traffic Prediction With Deep Neural Networks: A Survey. IEEE Access 9: 54739-54756 (2021) - [c1]Daeyoung Choi, Kyungeun Lee, Duhun Hwang, Wonjong Rhee:
Statistical Characteristics of Deep Representations: An Empirical Investigation. ICANN (5) 2021: 43-55 - 2020
- [j1]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): 480 (2020) - [i3]Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee:
Short-term Traffic Prediction with Deep Neural Networks: A Survey. CoRR abs/2009.00712 (2020)
2010 – 2019
- 2019
- [i2]Kyungeun Lee, Wonjong Rhee:
Graph Convolutional Modules for Traffic Forecasting. CoRR abs/1905.12256 (2019) - 2018
- [i1]Daeyoung Choi, Kyungeun Lee, Changho Shin, Wonjong Rhee:
On the Statistical and Information-theoretic Characteristics of Deep Network Representations. CoRR abs/1811.03666 (2018)
Coauthor Index
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