Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images

CVPR 2019 Junsik KimTae-Hyun OhSeokju LeeFei PanIn So Kweon

In daily life, graphic symbols, such as traffic signs and brand logos, are ubiquitously utilized around us due to its intuitive expression beyond language boundary. We tackle an open-set graphic symbol recognition problem by one-shot classification with prototypical images as a single training example for each novel class... (read more)

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