Abstract: Few-shot classification requires one to classify instances of novel classes, given only a few examples of each class. Although promising meta-learning methods have been proposed recently, ...

A comprehensive dataset containing high-resolution images of plant leaves, divided into multiple categories based on species and health status. This dataset is particularly focused on native plants of ...

Cross-domain few-shot learning (CD-FSL) has drawn increasing attention for handling large differences between the source and target domains--an important concern in real-world scenarios. To overcome ...

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