Paper | Code | Accuracy | 5 way 1~2 shot | ModelName | ReleaseDate |
---|---|---|---|---|---|
EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients | ✓ Link | 82.75 | EASY (transductive) | 2022-01-24 | |
HyperShot: Few-Shot Learning by Kernel HyperNetworks | ✓ Link | 53.18 | HyperShot | 2022-03-21 | |
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning | ✓ Link | 74.74 | HCTransformers | 2022-03-17 |