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LEC-VAD

LEC-VAD — Caption-Guided Semantics

arXiv · 2025

Survey summary

Addresses incomplete event localization with a dual vision-language structure encoding category-aware and category-agnostic semantics; an anomaly-aware Gaussian mixture learns precise event boundaries while a memory-bank prototype mechanism enriches anomaly-category text descriptions.

Weakly Supervised

Weakly SupervisedCaption-Guided Semantics
Weakly SupervisedEvent completenessSemantic guidance