2026
HSGG: Training-Free Hierarchical Scene Graph Generation with Geometry-Guided Relation Reasoning
ICML 2026poster
Scene Graph Generation (SGG) connects visual perception with structured reasoning, but is limited by scarce annotations and the long-tailed distribution of relational predicates. Training-free methods based on vision-language models (VLMs) reduce supervision requirements, yet often rely on flat grap…