| FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation | Jun 16, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations | Jul 4, 2023 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 | 5 |
| Dynamic Distinction Learning: Adaptive Pseudo Anomalies for Video Anomaly Detection | Apr 7, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 | 5 |
| VADMamba: Exploring State Space Models for Fast Video Anomaly Detection | Mar 27, 2025 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 | 5 |
| LGN-Net: Local-Global Normality Network for Video Anomaly Detection | Nov 14, 2022 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 | 5 |
| Localizing Anomalies from Weakly-Labeled Videos | Aug 20, 2020 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation | Mar 19, 2024 | Anomaly Detectionobject-detection | CodeCode Available | 1 | 5 |
| Long-Short Temporal Co-Teaching for Weakly Supervised Video Anomaly Detection | Mar 31, 2023 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos | Sep 16, 2022 | Anomaly DetectionObject | CodeCode Available | 1 | 5 |
| Making Reconstruction-based Method Great Again for Video Anomaly Detection | Jan 28, 2023 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 | 5 |
| MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection | Nov 28, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection | Oct 26, 2023 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 | 5 |
| Normal Learning in Videos with Attention Prototype Network | Aug 25, 2021 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Delving into CLIP latent space for Video Anomaly Recognition | Oct 4, 2023 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| Attention-based residual autoencoder for video anomaly detection | May 25, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| An Attribute-based Method for Video Anomaly Detection | Dec 1, 2022 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 | 5 |
| Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection | Dec 4, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 | 5 |
| Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models | Feb 10, 2023 | Anomaly DetectionEvent Detection | CodeCode Available | 1 | 5 |
| GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection | Mar 10, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 | 5 |
| Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection | Mar 22, 2023 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| 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 | 5 |
| Approaches Toward Physical and General Video Anomaly Detection | Dec 14, 2021 | Anomaly DetectionDensity Estimation | CodeCode Available | 0 | 5 |
| Low-Latency Video Anonymization for Crowd Anomaly Detection: Privacy vs. Performance | Oct 24, 2024 | Anomaly DetectionDe-identification | CodeCode Available | 0 | 5 |
