Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning

Tianjiao Jiang, Zhen Zhang, Yuhang Liu +1

Few-shot learning (FSL) often requires effective adaptation of models using limited labeled data. However, most existing FSL methods rely on entangled representations, requiring th…