| Video Anomaly Detection via Prediction Network with Enhanced Spatio-Temporal Memory Exchange | Jun 26, 2022 | Anomaly DetectionDecoder | —Unverified | 0 |
| Multi-Contextual Predictions with Vision Transformer for Video Anomaly Detection | Jun 17, 2022 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Grid HTM: Hierarchical Temporal Memory for Anomaly Detection in Videos | May 30, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Anomaly detection using prediction error with Spatio-Temporal Convolutional LSTM | May 18, 2022 | Anomaly DetectionPrediction | CodeCode Available | 0 |
| Object Class Aware Video Anomaly Detection through Image Translation | May 3, 2022 | Anomaly DetectionObject | —Unverified | 0 |
| A Video Anomaly Detection Framework based on Appearance-Motion Semantics Representation Consistency | Apr 8, 2022 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems | Apr 7, 2022 | Anomaly DetectionBIG-bench Machine Learning | —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 |
| Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection | Mar 24, 2022 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 0 |
| Generative Cooperative Learning for Unsupervised Video Anomaly Detection | Mar 8, 2022 | Anomaly DetectionOne-Class Classification | —Unverified | 0 |
| Object-centric and memory-guided normality reconstruction for video anomaly detection | Mar 7, 2022 | Anomaly DetectionObject | —Unverified | 0 |
| Unsupervised Anomaly Detection from Time-of-Flight Depth Images | Mar 2, 2022 | Anomaly DetectionUnsupervised Anomaly Detection | —Unverified | 0 |
| RandomSEMO: Normality Learning Of Moving Objects For Video Anomaly Detection | Feb 13, 2022 | Anomaly DetectionSuperpixels | —Unverified | 0 |
| Rethinking Video Anomaly Detection - A Continual Learning Approach | Jan 1, 2022 | Anomaly DetectionContinual Learning | —Unverified | 0 |
| Approaches Toward Physical and General Video Anomaly Detection | Dec 14, 2021 | Anomaly DetectionDensity Estimation | CodeCode Available | 0 |
| Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning | Dec 12, 2021 | Anomaly DetectionCross-Domain Few-Shot | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| 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 |
| Global Information Guided Video Anomaly Detection | Apr 14, 2021 | Anomaly DetectionSpatial Reasoning | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
