2026
Multi-Label Classification with Incremental and Decremental Features
AAAI 2026technical
Feature dynamics have emerged as a critical topic about open-environment learning due to the instability of feature availability. While traditional feature evolution targets single-label tasks, multi-label learning is essential to accommodate the exploding annotation spaces. However, multi-label cl