Weakly Supervised From survey PDF — verify links
LEC-VAD
LEC-VAD — Caption-Guided Semantics
arXiv · 2025Human-reviewed summary status
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.
Taxonomy placement
Weakly Supervised
Weakly SupervisedCaption-Guided Semantics
Method characteristics
Weakly SupervisedEvent completenessSemantic guidance