| Future Frame Prediction for Anomaly Detection -- A New Baseline | Dec 28, 2017 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Memory-augmented Online Video Anomaly Detection | Feb 21, 2023 | Anomaly DetectionAutonomous Vehicles | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection | Jan 24, 2024 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 | 5 |
| Latent Outlier Exposure for Anomaly Detection with Contaminated Data | Feb 16, 2022 | 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 |
| Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection | Oct 19, 2021 | Anomaly DetectionOne-Class Classification | 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 |
| Normal Learning in Videos with Attention Prototype Network | Aug 25, 2021 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 | 5 |
