2025
Ex-VAD: Explainable Fine-grained Video Anomaly Detection Based on Visual-Language Models
ICML 2025poster
With advancements in visual language models (VLMs) and large language models (LLMs), video anomaly detection (VAD) has progressed beyond binary classification to fine-grained categorization and multidimensional analysis. However, existing methods focus mainly on coarse-grained detection, lacking ano…