2 papers
cs.LG2026
Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness
Subeen Park, Joowang Kim, Hakyung Lee +2
Deep learning models achieve strong performance across various domains but often rely on spurious correlations, making them vulnerable to distribution shifts. This issue is particu…
cs.CV2024
Online Continuous Generalized Category Discovery
Keon-Hee Park, Hakyung Lee, Kyungwoo Song +1
With the advancement of deep neural networks in computer vision, artificial intelligence (AI) is widely employed in real-world applications. However, AI still faces limitations in…