Long-Tailed Class-Incremental Learning

The study presents a new framework for Class-incremental learning (CIL), specifically for Long-Tailed Class-Incremental Learning (LT-CIL). The proposed Task-aware Expandable (TaE) framework dynamically allocates and updates task-specific trainable parameters, learning…