| Weakly Supervised Video Anomaly Detection Based on Cross-Batch Clustering Guidance | Dec 16, 2022 | Anomaly DetectionClustering | —Unverified | 0 |
| EVAL: Explainable Video Anomaly Localization | Dec 15, 2022 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Cross-Domain Video Anomaly Detection without Target Domain Adaptation | Dec 14, 2022 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection | Dec 9, 2022 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 |
| Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection | Dec 8, 2022 | Anomaly DetectionDiversity | —Unverified | 0 |
| Crowd-level Abnormal Behavior Detection via Multi-scale Motion Consistency Learning | Dec 1, 2022 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| An Attribute-based Method for Video Anomaly Detection | Dec 1, 2022 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 |
| Interpreting Vulnerabilities of Multi-Instance Learning to Adversarial Perturbations | Nov 30, 2022 | Anomaly DetectionImage Classification | CodeCode Available | 0 |
| MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection | Nov 28, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation | Nov 28, 2022 | Anomaly DetectionKnowledge Distillation | CodeCode Available | 0 |
| Normalizing Flows for Human Pose Anomaly Detection | Nov 20, 2022 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 |
| Pedestrian Spatio-Temporal Information Fusion For Video Anomaly Detection | Nov 18, 2022 | Anomaly DetectionDecoder | —Unverified | 0 |
| LGN-Net: Local-Global Normality Network for Video Anomaly Detection | Nov 14, 2022 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network | Nov 2, 2022 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Exploiting Spatial-temporal Correlations for Video Anomaly Detection | Nov 2, 2022 | Anomaly DetectionDiversity | —Unverified | 0 |
| Spatio-temporal predictive tasks for abnormal event detection in videos | Oct 27, 2022 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| Deep Crowd Anomaly Detection: State-of-the-Art, Challenges, and Future Research Directions | Oct 25, 2022 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Spatio-Temporal-based Context Fusion for Video Anomaly Detection | Oct 18, 2022 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| Multi-Task Learning based Video Anomaly Detection with Attention | Oct 14, 2022 | Anomaly DetectionMulti-Task Learning | —Unverified | 0 |
| Spatio-Temporal Relation Learning for Video Anomaly Detection | Sep 27, 2022 | Anomaly DetectionGraph Embedding | —Unverified | 0 |
| An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos | Sep 16, 2022 | Anomaly DetectionObject | CodeCode Available | 1 |
| Real-world Video Anomaly Detection by Extracting Salient Features in Videos | Sep 14, 2022 | Anomaly DetectionMultiple Instance Learning | —Unverified | 0 |
| Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection | Sep 7, 2022 | Anomaly DetectionRetrieval | CodeCode Available | 0 |
| Towards Open Set Video Anomaly Detection | Aug 23, 2022 | Anomaly DetectionMultiple Instance Learning | —Unverified | 0 |
| Locality-aware Attention Network with Discriminative Dynamics Learning for Weakly Supervised Anomaly Detection | Aug 11, 2022 | Anomaly DetectionMultiple Instance Learning | —Unverified | 0 |
| Look at Adjacent Frames: Video Anomaly Detection without Offline Training | Jul 27, 2022 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Learning Appearance-motion Normality for Video Anomaly Detection | Jul 27, 2022 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles | Jul 20, 2022 | Anomaly DetectionSelf-Supervised Learning | CodeCode Available | 1 |
| SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection | Jul 16, 2022 | Anomaly DetectionKnowledge Distillation | —Unverified | 0 |
| BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection | Jul 5, 2022 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 |
| Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection | Jul 5, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| 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 |
| Anomaly detection in surveillance videos using transformer based attention model | Jun 3, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Grid HTM: Hierarchical Temporal Memory for Anomaly Detection in Videos | May 30, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Attention-based residual autoencoder for video anomaly detection | May 25, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| 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 |
| Latent Outlier Exposure for Anomaly Detection with Contaminated Data | Feb 16, 2022 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| 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 |
