Few-shot, especially one-shot learning is a prominent research area in the field of knowledge graphs (KGs), aiming to utilize a limited number of triples with unseen relations as reference information ...

Fine-grained object recognition aims to learn effective features that can identify the subtle differences between visually similar objects. Most of the existing works tend to amplify discriminative ...