Few-shot learning
5 methods in the atlas attack this one problem. They are rivals: each wins something the others do not.
Phrasings that mean this problem
Few-shot classificationFew-shot learning
semi-supervised-meta
- MAMLModel-agnostic meta-gradientsstandardsemi-supervised-meta
- ReptileFirst-order meta-updatesspecialistsemi-supervised-meta
- Prototypical networksClass-centroid distancesstandardsemi-supervised-meta
- Matching networksAttention over support setspecialistsemi-supervised-meta
- Relation networksLearned similarityspecialistsemi-supervised-meta