Revisiting Few-Shot Learning from a Causal Perspective

Guoliang Lin, Yongheng Xu, Hanjiang Lai +1

Few-shot learning with $N$-way $K$-shot scheme is an open challenge in machine learning. Many metric-based approaches have been proposed to tackle this problem, e.g., the Matching…