Few-Shot Learning with Visual Distribution Calibration and Cross-Modal Distribution Alignment

Runqi Wang, Hao Zheng, Xiaoyue Duan +5

Pre-trained vision-language models have inspired much research on few-shot learning. However, with only a few training images, there exist two crucial problems: (1) the visual feat…