| ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications | May 4, 2025 | Anomaly Detection In Surveillance VideosContrastive Learning | CodeCode Available | 1 |
| Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches | Apr 20, 2025 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| EventVAD: Training-Free Event-Aware Video Anomaly Detection | Apr 17, 2025 | Anomaly DetectionBoundary Detection | —Unverified | 0 |
| SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model | Apr 14, 2025 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis | Mar 27, 2025 | Anomaly DetectionAnomaly Forecasting | —Unverified | 0 |
| VADMamba: Exploring State Space Models for Fast Video Anomaly Detection | Mar 27, 2025 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 |
| CRCL: Causal Representation Consistency Learning for Anomaly Detection in Surveillance Videos | Mar 24, 2025 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 |
| Anomize: Better Open Vocabulary Video Anomaly Detection | Mar 23, 2025 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks | Mar 17, 2025 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 |
| Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos | Mar 10, 2025 | Anomaly DetectionPrivacy Preserving | —Unverified | 0 |
