| 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 |
| Learnable Locality-Sensitive Hashing for Video Anomaly Detection | Nov 15, 2021 | Abnormal Event Detection In VideoVideo Anomaly Detection | CodeCode Available | 0 |
| A Critical Study on the Recent Deep Learning Based Semi-Supervised Video Anomaly Detection Methods | Nov 2, 2021 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 |
| 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 |
| Deep Video Anomaly Detection: Opportunities and Challenges | Oct 11, 2021 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Multi-branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions | Oct 10, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 |
| 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 |
| Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement | Aug 4, 2021 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection | Jul 29, 2021 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation | Jun 16, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Predicting Next Local Appearance for Video Anomaly Detection | Jun 10, 2021 | Anomaly DetectionObject | CodeCode Available | 0 |
| Video Anomaly Detection By The Duality Of Normality-Granted Optical Flow | May 10, 2021 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings | Apr 30, 2021 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| Discriminative-Generative Dual Memory Video Anomaly Detection | Apr 29, 2021 | Anomaly DetectionTriplet | —Unverified | 0 |
| An Efficient Approach for Anomaly Detection in Traffic Videos | Apr 20, 2021 | Anomaly DetectionChange Detection | —Unverified | 0 |
| Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning | Apr 15, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Global Information Guided Video Anomaly Detection | Apr 14, 2021 | Anomaly DetectionSpatial Reasoning | —Unverified | 0 |
| Learning Normal Dynamics in Videos with Meta Prototype Network | Apr 14, 2021 | Anomaly DetectionMeta-Learning | CodeCode Available | 1 |
| Distributionally Robust Optimization for Deep Kernel Multiple Instance Learning | Apr 13, 2021 | Anomaly DetectionGaussian Processes | CodeCode Available | 0 |
| A Modular and Unified Framework for Detecting and Localizing Video Anomalies | Mar 21, 2021 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies | Mar 18, 2021 | Anomaly DetectionGraph Learning | —Unverified | 0 |
| Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning | Jan 25, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Video Anomaly Detection by Estimating Likelihood of Representations | Dec 2, 2020 | Action RecognitionAnomaly Detection | CodeCode Available | 0 |
| Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction | Nov 5, 2020 | Anomaly DetectionPrediction | —Unverified | 0 |
| Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features | Oct 15, 2020 | Anomaly DetectionDecoder | —Unverified | 0 |
| 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 |
| Video Anomaly Detection Using Pre-Trained Deep Convolutional Neural Nets and Context Mining | Oct 6, 2020 | Anomaly DetectionDenoising | —Unverified | 0 |
| A Survey on Deep Learning Techniques for Video Anomaly Detection | Sep 29, 2020 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| 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 |
| Clustering Driven Deep Autoencoder for Video Anomaly Detection | Aug 1, 2020 | Anomaly DetectionClustering | —Unverified | 0 |
| Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding | Jul 3, 2020 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 0 |
| Self-Supervised Representation Learning for Visual Anomaly Detection | Jun 17, 2020 | Anomaly DetectionGeneral Classification | —Unverified | 0 |
| Master-Auxiliary: an efficient aggregation strategy for video anomaly detection | May 24, 2020 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| A Survey of Single-Scene Video Anomaly Detection | Apr 13, 2020 | Anomaly DetectionSurvey | —Unverified | 0 |
| When, Where, and What? A New Dataset for Anomaly Detection in Driving Videos | Apr 6, 2020 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Video Anomaly Detection for Smart Surveillance | Apr 1, 2020 | Anomaly DetectionTemporal Localization | —Unverified | 0 |
| Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection | Mar 15, 2020 | Anomaly Detectionregression | —Unverified | 0 |
| Graph Embedded Pose Clustering for Anomaly Detection | Dec 26, 2019 | Anomaly DetectionClustering | CodeCode Available | 0 |
| Attribute Restoration Framework for Anomaly Detection | Nov 25, 2019 | Anomaly DetectionAttribute | CodeCode Available | 0 |
| EvAn: Neuromorphic Event-based Anomaly Detection | Nov 21, 2019 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| A Promotion Method for Generation Error Based Video Anomaly Detection | Nov 19, 2019 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Self-Supervised Representation Learning via Neighborhood-Relational Encoding | Aug 27, 2019 | Anomaly DetectionDecoder | —Unverified | 0 |
| Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection | Aug 12, 2019 | Action DetectionActivity Detection | —Unverified | 0 |
| Motion-Aware Feature for Improved Video Anomaly Detection | Jul 24, 2019 | Action RecognitionAnomaly Detection | —Unverified | 0 |
| Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection | Mar 18, 2019 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 0 |
| Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos | Mar 8, 2019 | Anomaly DetectionDecoder | CodeCode Available | 0 |
