GeneralizedandDiscriminativeFew-ShotObject DetectionviaSVD-DictionaryEnhancement AnonymousAuthor(s) Affiliation Address email

Inspecific,wepropose5 a novel method, namely, SVD-Dictionary enhancement, to build two separated6 spaces based on the sorted singular values. Concretely, the eigenvectors corre-7 sponding to larger singular values are used to build the generalization space in8 which localization isperformed, asthese eigenvectors generally suppress certain9 variations (e.g., the variation of styles) and contain intrinsical characteristics of10 objects.