MoniTor

Survey summary

First training-free approach to online VAD: streams frames to a VLM while an LSTM-inspired mechanism models past states, and a dynamically updated scoring queue with an anomaly prior guides the LLM to distinguish normal from abnormal behavior over time.

Training-Free