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VADTree

VADTree — Hierarchical Reasoning

NeurIPS · 2025

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.

Training-Free

Training-FreeHierarchical Reasoning
Training-FreeGranularity-aware treeExplainable