| 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 |
