1. Optimization as a model for few-shot learning;Ravi
2. Model-agnostic meta-learning for fast adaptation of deep networks;Finn
3. On first-order meta-learning algorithms;Nichol;arXiv:1803.02999,2018
4. Matching networks for one shot learning;Vinyals
5. Prototypical networks for few-shot learning