Jaeill Kim

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Incremental Learning

Vector Representation

Top Venues

Publications

Jaeill Kim, Duhun Hwang, Eunjung Lee, Jangwon Suh, Jimyeong Kim, Wonjong Rhee
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing. CoRR (2024)
Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness. CoRR (2024)
Euna Jung, Jaeill Kim, Jungmin Ko, Jinwoo Park, Wonjong Rhee
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis. 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)