| Long-Short Temporal Co-Teaching for Weakly Supervised Video Anomaly Detection | Mar 31, 2023 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 |
| Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline | Apr 1, 2024 | Anomaly DetectionPrivacy Preserving | CodeCode Available | 1 |
| Latent Outlier Exposure for Anomaly Detection with Contaminated Data | Feb 16, 2022 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection | Oct 26, 2023 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 |
| Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction | Apr 5, 2023 | Anomaly DetectionDiversity | CodeCode Available | 1 |
| UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection | Nov 16, 2021 | Action RecognitionAnomaly Detection | CodeCode Available | 1 |
| TeD-SPAD: Temporal Distinctiveness for Self-supervised Privacy-preservation for video Anomaly Detection | Aug 21, 2023 | Anomaly DetectionAttribute | CodeCode Available | 1 |
| Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection | Oct 19, 2021 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 |
| An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos | Sep 16, 2022 | Anomaly DetectionObject | CodeCode Available | 1 |
| 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 |
| Learning Normal Dynamics in Videos with Meta Prototype Network | Apr 14, 2021 | Anomaly DetectionMeta-Learning | CodeCode Available | 1 |
| Making Reconstruction-based Method Great Again for Video Anomaly Detection | Jan 28, 2023 | Anomaly DetectionOptical Flow Estimation | 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 |
| 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 |
| Delving into CLIP latent space for Video Anomaly Recognition | Oct 4, 2023 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 |
| Attention-based residual autoencoder for video anomaly detection | May 25, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| An Attribute-based Method for Video Anomaly Detection | Dec 1, 2022 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 |
| Learning Not to Reconstruct Anomalies | Oct 19, 2021 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 |
| Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection | Jul 5, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| LGN-Net: Local-Global Normality Network for Video Anomaly Detection | Nov 14, 2022 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection | Sep 24, 2024 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| 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 |
| Deep Crowd Anomaly Detection: State-of-the-Art, Challenges, and Future Research Directions | Oct 25, 2022 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection | Jun 5, 2024 | Anomaly DetectionDimensionality Reduction | —Unverified | 0 |
| A Survey of Single-Scene Video Anomaly Detection | Apr 13, 2020 | Anomaly DetectionSurvey | —Unverified | 0 |
| Crowd-level Abnormal Behavior Detection via Multi-scale Motion Consistency Learning | Dec 1, 2022 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection | Dec 29, 2024 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis | Mar 27, 2025 | Anomaly DetectionAnomaly Forecasting | —Unverified | 0 |
| Cross-Domain Video Anomaly Detection without Target Domain Adaptation | Dec 14, 2022 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| Cross-Domain Learning for Video Anomaly Detection with Limited Supervision | Aug 9, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| A multi-stream deep neural network with late fuzzy fusion for real-world anomaly detection | Mar 27, 2022 | Abnormal Event Detection In VideoAnomaly Detection | —Unverified | 0 |
| CRCL: Causal Representation Consistency Learning for Anomaly Detection in Surveillance Videos | Mar 24, 2025 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 |
| Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection | Jul 29, 2021 | 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 |
| Advancing Video Anomaly Detection: A Concise Review and a New Dataset | Feb 7, 2024 | Anomaly DetectionDiversity | —Unverified | 0 |
| IPAD: Industrial Process Anomaly Detection Dataset | Apr 23, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Contrastive-Regularized U-Net for Video Anomaly Detection | Apr 11, 2023 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 |
| A Promotion Method for Generation Error Based Video Anomaly Detection | Nov 19, 2019 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning | Nov 13, 2024 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| A Modular and Unified Framework for Detecting and Localizing Video Anomalies | Mar 21, 2021 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| A Deep Learning Approach to Video Anomaly Detection using Convolutional Autoencoders | Nov 7, 2023 | Anomaly DetectionDecoder | —Unverified | 0 |
| Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems | Dec 28, 2024 | Anomaly DetectionBinary Classification | —Unverified | 0 |
| Context-aware Video Anomaly Detection in Long-Term Datasets | Apr 11, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Constricting Normal Latent Space for Anomaly Detection with Normal-only Training Data | Mar 24, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Anomize: Better Open Vocabulary Video Anomaly Detection | Mar 23, 2025 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Generative Cooperative Learning for Unsupervised Video Anomaly Detection | Mar 8, 2022 | Anomaly DetectionOne-Class Classification | —Unverified | 0 |
| Configurable Spatial-Temporal Hierarchical Analysis for Flexible Video Anomaly Detection | May 12, 2023 | Anomaly DetectionHuman Detection | —Unverified | 0 |
| Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping | Jan 1, 2023 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 |
| Global Information Guided Video Anomaly Detection | Apr 14, 2021 | Anomaly DetectionSpatial Reasoning | —Unverified | 0 |
| ComplexVAD: Detecting Interaction Anomalies in Video | Jan 16, 2025 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
