1S-DAug: One-Shot Data Augmentation for Robust Few-Shot Generalization

Yunwei Bai, Ying Kiat Tan, Yao Shu +1

Few-shot learning (FSL) challenges model generalization to novel classes based on just a few shots of labeled examples, a testbed where traditional test-time augmentations fail to…