Hierarchy-Consistent Learning and Adaptive Loss Balancing for Hierarchical Multi-Label Classification

Ruobing Jiang, Mengzhe Liu, Haobing Liu +1

Hierarchical Multi-Label Classification (HMC) faces critical challenges in maintaining structural consistency and balancing loss weighting in Multi-Task Learning (MTL). In order to…