Meta-learning approaches for few-shot learning: A survey of recent advances

Hassan Gharoun, Fereshteh Momenifar, Fang Chen +1

Despite its astounding success in learning deeper multi-dimensional data, the performance of deep learning declines on new unseen tasks mainly due to its focus on same-distribution…