Diagnosing Ensemble Few-Shot Classifiers

The base learners and labeled samples (shots) in an ensemble few-shot classifier greatly affect the model performance. When the performance is not satisfactory, it is usually difficult to understand the underlying causes and make improvements. To tackle this issue, we propose a visual analysis metho...

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Publié dans:IEEE transactions on visualization and computer graphics. - 1996. - 28(2022), 9 vom: 14. Sept., Seite 3292-3306
Auteur principal: Yang, Weikai (Auteur)
Autres auteurs: Ye, Xi, Zhang, Xingxing, Xiao, Lanxi, Xia, Jiazhi, Wang, Zhongyuan, Zhu, Jun, Pfister, Hanspeter, Liu, Shixia
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Journal Article