Abstract: Though significant progress has been achieved on fine-grained visual classification (FGVC), severe overfitting still hinders model generalization. A recent study shows that hard samples in ...
Abstract: Hierarchical text classification (HTC) aims to assign each document to a path of labels in a predefined taxonomy, reflecting both high-level semantic categories and fine-grained subtopics.