AI RESEARCH

HELM: Hierarchical and Explicit Label Modeling with Graph Learning for Multi-Label Image Classification

arXiv CS.AI

ArXi:2603.11783v1 Announce Type: cross Hierarchical multi-label classification (HMLC) is essential for modeling complex label dependencies in remote sensing. Existing methods, however, struggle with multi-path hierarchies where instances belong to multiple branches, and they rarely exploit unlabeled data. We