2 papers
cs.CV2026
Equilibrium contrastive learning for imbalanced image classification
Sumin Roh, Harim Kim, Ho Yun Lee +1
Contrastive learning (CL) is a predominant technique in image classification, but they showed limited performance with an imbalanced dataset. Recently, several supervised CL method…
cs.CV2024
LaB-CL: Localized and Balanced Contrastive Learning for improving parking slot detection
U Jin Jeong, Sumin Roh, Il Yong Chun
Parking slot detection is an essential technology in autonomous parking systems. In general, the classification problem of parking slot detection consists of two tasks, a task dete…