| Sequential keypoint density estimator: an overlooked baseline of skeleton-based video anomaly detection | Jun 23, 2025 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| SmartHome-Bench: A Comprehensive Benchmark for Video Anomaly Detection in Smart Homes Using Multi-Modal Large Language Models | Jun 15, 2025 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation | Jun 13, 2025 | Anomaly DetectionClustering | CodeCode Available | 1 |
| Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive Mapping | Jun 13, 2025 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline | Jun 5, 2025 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought | May 26, 2025 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Rethinking Metrics and Benchmarks of Video Anomaly Detection | May 25, 2025 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Flashback: Memory-Driven Zero-shot, Real-time Video Anomaly Detection | May 21, 2025 | Anomaly DetectionGPU | —Unverified | 0 |
| Just Dance with π! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection | May 19, 2025 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection | May 5, 2025 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
