Improving few-shot learning by spatially-aware matching and crosstransformer

Current few-shot learning models capture visual object relations in the so-called meta-learning setting under a fixed-resolution input. However, such models have a limited generalization ability under the scale and location mismatch between objects, as only few samples from target classes are provid...

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Bibliographic Details
Main Authors: Zhang, H, Torr, PHS, Koniusz, P
Format: Conference item
Language:English
Published: Springer 2023