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ORCIDJaeill Kim
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2020 – today
- 2025
[j3]Jaeill Kim
, Wonseok Lee, Moonjung Eo, Wonjong Rhee:
Improving forward compatibility in class incremental learning by increasing representation rank and feature richness. Neural Networks 183: 106969 (2025)- 2024
- [j2]Euna Jung, Jaeill Kim, Jungmin Ko, Jinwoo Park, Wonjong Rhee:
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis. IEEE Access 12: 159877-159888 (2024) - [j1]Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee:
Towards a rigorous analysis of mutual information in contrastive learning. Neural Networks 179: 106584 (2024) - [i6]Jaeill Kim, Duhun Hwang, Eunjung Lee, Jangwon Suh, Jimyeong Kim, Wonjong Rhee:
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing. CoRR abs/2401.05730 (2024) - [i5]Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee:
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness. CoRR abs/2403.15517 (2024) - [i4]Euna Jung, Jaeill Kim, Jungmin Ko, Jinwoo Park, Wonjong Rhee:
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis. CoRR abs/2405.11297 (2024) - 2023
- [c5]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 - [c4]Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee:
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution. CVPR 2023: 3799-3810 - [c3]Jaeill Kim, Jungwook Shin, Wonjong Rhee:
Enhancing Fine-Tuning in Low Data Regime by Increasing Representation Entropy During Pre-Training Phase. ICTC 2023: 1319-1321 - [c2]Jungwook Shin, Jaeill Kim, Wonjong Rhee:
Elastic Deformable Augmentation for Autonomous Driving. ICTC 2023: 1718-1720 - [i3]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) - [i2]Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee:
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution. CoRR abs/2304.01434 (2023) - [i1]Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee:
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning. CoRR abs/2308.15704 (2023) - 2021
- [c1]Jangwon Suh, Jimyeong Kim, Eunjung Lee, Jaeill Kim, Duhun Hwang, Jungwon Park, Junghoon Lee, JaeSeung Park, Seo-Yoon Moon, Yeonsu Kim, Min Kang, Soonil Kwon, Eue-Keun Choi, Wonjong Rhee:
Learning ECG Representations for Multi-Label Classification of Cardiac Abnormalities. CinC 2021: 1-4
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