To this end, we introduce a stable prototypical network (SPN) for FSL by judiciously incorporating dropout and DropBlock-based regularizers jointly within the framework and averaging model parameters ...

To overcome these challenges, we propose a novel attention-based second-order pooling network (A-SPN). First, a first-order feature operator is designed to model the spectral–spatial information of ...