Yongjuan Che

Boosting Few-Shot Open-Set Recognition with Multi-Relation Margin Loss

Few-shot open-set recognition (FSOSR) has become a great challenge, which requires classifying known classes and rejecting the unknown ones with only limited samples. Existing FSOSR methods mainly construct an ambiguous distribution of known classes from scarce known samples without considering the…