Training-Free From survey PDF — verify links
VADTree
VADTree — Hierarchical Reasoning
NeurIPS · 2025Human-reviewed summary status
Survey summary
Builds a Hierarchical Granularity-aware Tree from a pretrained event-boundary detector to replace fixed-length window sampling: generic event nodes are structured coarse-to-fine, scored by VLMs with injected priors and reasoned over by LLMs, then merged via inter-cluster correlation.
Taxonomy placement
Training-Free
Training-FreeHierarchical Reasoning
Method characteristics
Training-FreeGranularity-aware treeExplainable