Xinhang Song

Dataset Bias in Few-shot Image Recognition

2020 · arXiv (Cornell University)

The goal of few-shot image recognition (FSIR) is to identify novel categories with a small number of annotated samples by exploiting transferable knowledge from training data (base categories). Most current studies assume that the transferable …