arxivcs.CV2026-07-22
Rethinking Open-World Video Anomaly Detection: Diagnosing Definition Blindness
Open-world video anomaly detection (OWVAD) is expected to detect events that match a user-specified definition of abnormality. This requirement is stronger than generic anomaly localization: in the same video, changing the definition should change which temporal regions are score…