2026
The Road Less Seen: Segment Exploration for Weakly Supervised Video Anomaly Detection
CVPR 2026
Weakly supervised learning (WSL) provides a cost-effective learning paradigm for video anomaly detection (VAD) from data with video-level annotation instead of requiring costly fine-grained segment-level annotation. Although contemporary methods have shown promising results on challenging real-world