| Detecting Contextual Anomalies by Discovering Consistent Spatial Regions | Jan 14, 2025 | Anomaly DetectionClustering | —Unverified | 0 |
| HSTforU: anomaly detection in aerial and ground-based videos with hierarchical spatio-temporal transformer for U-net | Jan 3, 2025 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory | Jan 1, 2025 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection | Jan 1, 2025 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline | Jan 1, 2025 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection | Dec 29, 2024 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| Exploring the Magnitude-Shape Plot Framework for Anomaly Detection in Crowded Video Scenes | Dec 29, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection | Dec 28, 2024 | Anomaly DetectionMamba | —Unverified | 0 |
| Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems | Dec 28, 2024 | Anomaly DetectionBinary Classification | —Unverified | 0 |
| Quo Vadis, Anomaly Detection? LLMs and VLMs in the Spotlight | Dec 24, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection | Dec 23, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 2 |
| Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model | Dec 12, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection | Dec 4, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models | Dec 2, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Privacy-Preserving Video Anomaly Detection: A Survey | Nov 21, 2024 | Anomaly DetectionEthics | —Unverified | 0 |
| Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning | Nov 13, 2024 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Low-Latency Video Anonymization for Crowd Anomaly Detection: Privacy vs. Performance | Oct 24, 2024 | Anomaly DetectionDe-identification | CodeCode Available | 0 |
| Hybrid Architecture for Real-Time Video Anomaly Detection: Integrating Spatial and Temporal Analysis | Oct 21, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos | Oct 8, 2024 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 0 |
| LEGO: Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion | Oct 2, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Appearance Blur-driven AutoEncoder and Motion-guided Memory Module for Video Anomaly Detection | Sep 26, 2024 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection | Sep 24, 2024 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| Vision-Language Models Assisted Unsupervised Video Anomaly Detection | Sep 21, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Multimodal Attention-Enhanced Feature Fusion-based Weekly Supervised Anomaly Violence Detection | Sep 17, 2024 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| Abnormal Event Detection In Videos Using Deep Embedding | Sep 15, 2024 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 |
