Fine-Grain Few-Shot Vision via Domain Knowledge as Hyperspherical Priors

Bijan Haney, Alexander Lavin

Prototypical networks have been shown to perform well at few-shot learning tasks in computer vision. Yet these networks struggle when classes are very similar to each other (fine-g…