PatchMix Augmentation to Identify Causal Features in Few-Shot Learning

The task of Few-shot learning (FSL) aims to transfer the knowledge learned from base categories with sufficient labelled data to novel categories with scarce known information. It is currently an important research question and has great practical values in the real-world applications. Despite exten...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 6 vom: 21. Juni, Seite 7639-7653
1. Verfasser: Xu, Chengming (VerfasserIn)
Weitere Verfasser: Liu, Chen, Sun, Xinwei, Yang, Siqian, Wang, Yabiao, Wang, Chengjie, Fu, Yanwei
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article