| 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 |
| Just Dance with π! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection | May 19, 2025 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| Video Anomaly Detection with Structured Keywords | Mar 7, 2025 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 |
| Anomaly detection in non-stationary videos using time-recursive differencing network based prediction | Mar 4, 2025 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos | Mar 2, 2025 | Anomaly DetectionFew-Shot Learning | —Unverified | 0 |
| ComplexVAD: Detecting Interaction Anomalies in Video | Jan 16, 2025 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Detecting Contextual Anomalies by Discovering Consistent Spatial Regions | Jan 14, 2025 | Anomaly DetectionClustering | —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 |
| Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory | Jan 1, 2025 | Anomaly DetectionVideo Anomaly Detection | —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 |
| 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 |
