Jaeill Kim

14 papers A* 2Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Improving forward compatibility in class incremental learning by increasing representation rank and feature richness.
Neural Networks
Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee
2024 J jnl
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing.
CoRR
Jaeill Kim, Duhun Hwang, Eunjung Lee, Jangwon Suh, Jimyeong Kim, Wonjong Rhee
2024 J jnl
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness.
CoRR
Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee
2024 J jnl
Towards a rigorous analysis of mutual information in contrastive learning.
Neural Networks
Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee
2024 J jnl
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis.
IEEE Access
Euna Jung, Jaeill Kim, Jungmin Ko, Jinwoo Park, Wonjong Rhee
2024 J jnl
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis.
CoRR
Euna Jung, Jaeill Kim, Jungmin Ko, Jinwoo Park, Wonjong Rhee
2023 J jnl
DR.CPO: Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion.
CoRR
Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee
2023 A* conf
Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion.
AAAI
Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee
2023 — conf
Elastic Deformable Augmentation for Autonomous Driving.
ICTC
Jungwook Shin, Jaeill Kim, Wonjong Rhee
2023 — conf
Enhancing Fine-Tuning in Low Data Regime by Increasing Representation Entropy During Pre-Training Phase.
ICTC
Jaeill Kim, Jungwook Shin, Wonjong Rhee
2023 J jnl
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning.
CoRR
Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee
2023 A* conf
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution.
CVPR
Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee
2023 J jnl
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution.
CoRR
Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee
2021 — conf
Learning ECG Representations for Multi-Label Classification of Cardiac Abnormalities.
CinC
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