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Jaeill Kim
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 9
Top Topics
Partially Occluded
Autonomous Driving
Incremental Learning
Training Phase
Top Venues
CoRR
ICTC
CinC
CVPR
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Publications
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Jaeill Kim
,
Duhun Hwang
,
Eunjung Lee
,
Jangwon Suh
,
Jimyeong Kim
,
Wonjong Rhee
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing.
CoRR
(2024)
Jaeill Kim
,
Suhyun Kang
,
Duhun Hwang
,
Jungwook Shin
,
Wonjong Rhee
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution.
CVPR
(2023)
Jungwook Shin
,
Jaeill Kim
,
Wonjong Rhee
Elastic Deformable Augmentation for Autonomous Driving.
ICTC
(2023)
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)
Jaeill Kim
,
Suhyun Kang
,
Duhun Hwang
,
Jungwook Shin
,
Wonjong Rhee
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution.
CoRR
(2023)
Jaeill Kim
,
Jungwook Shin
,
Wonjong Rhee
Enhancing Fine-Tuning in Low Data Regime by Increasing Representation Entropy During Pre-Training Phase.
ICTC
(2023)
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)