| Deep Learning for Video Anomaly Detection: A Review | Sep 9, 2024 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Unveiling Context-Related Anomalies: Knowledge Graph Empowered Decoupling of Scene and Action for Human-Related Video Anomaly Detection | Sep 5, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| PoseWatch: A Transformer-based Architecture for Human-centric Video Anomaly Detection Using Spatio-temporal Pose Tokenization | Aug 27, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 |
| PHEVA: A Privacy-preserving Human-centric Video Anomaly Detection Dataset | Aug 26, 2024 | Anomaly DetectionContinual Learning | CodeCode Available | 1 |
| Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts | Aug 12, 2024 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| What Matters in Autonomous Driving Anomaly Detection: A Weakly Supervised Horizon | Aug 10, 2024 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 |
| Cross-Domain Learning for Video Anomaly Detection with Limited Supervision | Aug 9, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection | Aug 6, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 |
| Bidirectional skip-frame prediction for video anomaly detection with intra-domain disparity-driven attention | Jul 22, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models | Jul 14, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 2 |
| Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified | Jul 8, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 |
| MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation | Jun 27, 2024 | Anomaly DetectionGraph Generation | —Unverified | 0 |
| Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM | Jun 18, 2024 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 |
| Hybrid Video Anomaly Detection for Anomalous Scenarios in Autonomous Driving | Jun 10, 2024 | Anomaly DetectionAutonomous Driving | —Unverified | 0 |
| DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection | Jun 5, 2024 | Anomaly DetectionDimensionality Reduction | —Unverified | 0 |
| Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection | Jun 5, 2024 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 |
| Video Anomaly Detection in 10 Years: A Survey and Outlook | May 29, 2024 | Anomaly DetectionSurvey | —Unverified | 0 |
| Hawk: Learning to Understand Open-World Video Anomalies | May 27, 2024 | Anomaly DetectionQuestion Answering | CodeCode Available | 3 |
| Networking Systems for Video Anomaly Detection: A Tutorial and Survey | May 16, 2024 | Anomaly DetectionEdge-computing | CodeCode Available | 1 |
| An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction | Apr 29, 2024 | Anomaly DetectionTrajectory Prediction | CodeCode Available | 0 |
| Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment | Apr 29, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| IPAD: Industrial Process Anomaly Detection Dataset | Apr 23, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection | Apr 12, 2024 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| Context-aware Video Anomaly Detection in Long-Term Datasets | Apr 11, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Dynamic Distinction Learning: Adaptive Pseudo Anomalies for Video Anomaly Detection | Apr 7, 2024 | Anomaly DetectionVideo Anomaly Detection | 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 |
| Harnessing Large Language Models for Training-free Video Anomaly Detection | Apr 1, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Patch Spatio-Temporal Relation Prediction for Video Anomaly Detection | Mar 28, 2024 | Anomaly DetectionMulti-Label Learning | —Unverified | 0 |
| Constricting Normal Latent Space for Anomaly Detection with Normal-only Training Data | Mar 24, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection | Mar 21, 2024 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 2 |
| VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation | Mar 19, 2024 | Anomaly Detectionobject-detection | CodeCode Available | 1 |
| Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection | Mar 18, 2024 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection | Mar 10, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection | Mar 2, 2024 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 0 |
| Making Anomalies More Anomalous: Video Anomaly Detection Using a Novel Generator and Destroyer | Feb 26, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 |
| Advancing Video Anomaly Detection: A Concise Review and a New Dataset | Feb 7, 2024 | Anomaly DetectionDiversity | —Unverified | 0 |
| Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection | Jan 24, 2024 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 |
| Video Anomaly Detection and Explanation via Large Language Models | Jan 11, 2024 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| Error Detection in Egocentric Procedural Task Videos | Jan 1, 2024 | Action SegmentationActive Object Detection | —Unverified | 0 |
| Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection | Jan 1, 2024 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 0 |
| Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning | Jan 1, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Dynamic Erasing Network Based on Multi-Scale Temporal Features for Weakly Supervised Video Anomaly Detection | Dec 4, 2023 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 |
| Online Anomaly Detection over Live Social Video Streaming | Dec 1, 2023 | Anomaly DetectionDecoder | —Unverified | 0 |
| Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach | Nov 27, 2023 | Anomaly DetectionOne-Class Classification | —Unverified | 0 |
| BatchNorm-based Weakly Supervised Video Anomaly Detection | Nov 26, 2023 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Video Anomaly Detection using GAN | Nov 23, 2023 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| Open-Vocabulary Video Anomaly Detection | Nov 13, 2023 | Anomaly DetectionVideo Anomaly Detection | —Unverified | 0 |
| A Deep Learning Approach to Video Anomaly Detection using Convolutional Autoencoders | Nov 7, 2023 | Anomaly DetectionDecoder | —Unverified | 0 |
| Holistic Representation Learning for Multitask Trajectory Anomaly Detection | Nov 3, 2023 | Anomaly DetectionDecoder | 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 |
