Provably Improving Generalization of Few-Shot Models with Synthetic Data

Lan-Cuong Nguyen, Quan Nguyen-Tri, Bang Tran Khanh +3

Few-shot image classification remains challenging due to the scarcity of labeled training examples. Augmenting them with synthetic data has emerged as a promising way to alleviate…