Paper List

by Sung, Flood, et al.
[Relation Networks] Learning to Compare: Relation Network for Few-Shot Learning

by Snell, Jake, et al.
[Prototypical Networks] Prototypical networks for few-shot learning

by Koch, Gregory, et al.
[Siamese Networks] Siamese neural networks for one-shot image recognition

by Santoro, Adam, et al.
[MANN] Meta-learning with memory-augmented neural networks

by Mishra, Nikhil, et al.
[SNAIL] A simple neural attentive meta-learner

by Finn, Chelsea, et al.
[MAML] Model-agnostic meta-learning for fast adaptation of deep networks

by Li, Zhenguo, et al.
[MetaSGD] Meta-sgd: Learning to learn quickly for few-shot learning

by Nichol, Alex, et al.
[Reptile] On first-order meta-learning algorithms