Jedrzej Kozerawski

CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition

This work addresses the novel problem of one-shot one-class classification. The goal is to estimate a classification decision boundary for a novel class based on a single image example. Our method exploits transfer learning to model the transformation from a representation of the input, extracted by…