Are Fewer Labels Possible for Few-shot Learning?

Suichan Li, Dongdong Chen, Yinpeng Chen +4

Few-shot learning is challenging due to its very limited data and labels. Recent studies in big transfer (BiT) show that few-shot learning can greatly benefit from pretraining on l…