Multi-scale task-aware structure graph modeling for few-shot image recognition

Peng Zhao, Zilong Ye, Liang Wang, Huiting Liu, Xia Ji

Abstract: Highlights•Incorporating multi-scale task-aware local structure learning and multi-scale structure graph modeling.•Adaptively capturing the local structures at each scale based on task embeddings.•Introducing a multi-scale graph attention network to model the multi-scale task-aware local structures of an image.•Comprehensive experiments on four benchmark datasets are conducted.