| An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos | Sep 16, 2022 | Anomaly DetectionObject | CodeCode Available | 1 |
| Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles | Jul 20, 2022 | Anomaly DetectionSelf-Supervised Learning | CodeCode Available | 1 |
| Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection | Jul 5, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| Anomaly detection in surveillance videos using transformer based attention model | Jun 3, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Attention-based residual autoencoder for video anomaly detection | May 25, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Latent Outlier Exposure for Anomaly Detection with Contaminated Data | Feb 16, 2022 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection | Dec 7, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection | Nov 16, 2021 | Action RecognitionAnomaly Detection | CodeCode Available | 1 |
| Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection | Oct 19, 2021 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 |
| Learning Not to Reconstruct Anomalies | Oct 19, 2021 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 |
| Normal Learning in Videos with Attention Prototype Network | Aug 25, 2021 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction | Aug 16, 2021 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 |
| FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation | Jun 16, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning | Apr 15, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Learning Normal Dynamics in Videos with Meta Prototype Network | Apr 14, 2021 | Anomaly DetectionMeta-Learning | CodeCode Available | 1 |
| Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning | Jan 25, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate | Oct 10, 2020 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events | Aug 27, 2020 | Anomaly DetectionCloze Test | CodeCode Available | 1 |
| Localizing Anomalies from Weakly-Labeled Videos | Aug 20, 2020 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| When, Where, and What? A New Dataset for Anomaly Detection in Driving Videos | Apr 6, 2020 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Unsupervised Traffic Accident Detection in First-Person Videos | Mar 2, 2019 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Future Frame Prediction for Anomaly Detection -- A New Baseline | Dec 28, 2017 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 |
| Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline | Jun 5, 2025 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| 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 |
