International Journal of Computer Vision

Attribute Prototype Network for Any-Shot Learning

An extension of the attribute prototype network to the any-shot setting, showing that attribute-localized image representations help both zero-shot and few-shot classification of novel classes.

Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata