| EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies | Mar 25, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 2 | 5 |
| Change-point detection in wind turbine SCADA data for robust condition monitoring with normal behaviour models | Oct 27, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition | Aug 15, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 1 | 5 |
| Iterative weak/self-supervised classification framework for abnormal events detection | Jan 3, 2021 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 | 5 |
| RoSAS: Deep Semi-Supervised Anomaly Detection with Contamination-Resilient Continuous Supervision | Jul 25, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 1 | 5 |
| On Diffusion Modeling for Anomaly Detection | May 29, 2023 | Anomaly DetectionDenoising | CodeCode Available | 1 | 5 |
| Spatial-aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical Image | May 21, 2024 | Anomaly DetectionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Semi-supervised Anomaly Detection using AutoEncoders | Jan 6, 2020 | Anomaly DetectionAsset Management | CodeCode Available | 1 | 5 |
| Real-world Anomaly Detection in Surveillance Videos | Jan 12, 2018 | Abnormal Event Detection In VideoActivity Recognition | CodeCode Available | 1 | 5 |
| A^3: Activation Anomaly Analysis | Mar 3, 2020 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 1 | 5 |
| SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs | May 23, 2023 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation | Nov 20, 2023 | Anomaly DetectionData Augmentation | CodeCode Available | 1 | 5 |
| Anomaly Detection by Recombining Gated Unsupervised Experts | Aug 31, 2020 | Anomaly DetectionMixture-of-Experts | CodeCode Available | 0 | 5 |
| R2-AD2: Detecting Anomalies by Analysing the Raw Gradient | Jun 21, 2022 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Label-based Graph Augmentation with Metapath for Graph Anomaly Detection | Aug 21, 2023 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 | 5 |
| MAPL: Memory Augmentation and Pseudo-Labeling for Semi-Supervised Anomaly Detection | May 10, 2024 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| A Characteristic Function for Shapley-Value-Based Attribution of Anomaly Scores | Apr 9, 2020 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Learning Temporal Regularity in Video Sequences | Apr 15, 2016 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 0 | 5 |
| Deep Positive-Unlabeled Anomaly Detection for Contaminated Unlabeled Data | May 29, 2024 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| AnoOnly: Semi-Supervised Anomaly Detection with the Only Loss on Anomalies | May 30, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Deep Semi-Supervised Anomaly Detection | Jun 6, 2019 | Anomaly DetectionOutlier Detection | CodeCode Available | 0 | 5 |
| Abnormal Event Detection in Videos using Spatiotemporal Autoencoder | Jan 6, 2017 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 0 | 5 |
| Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial Networks | Feb 3, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videos | Jan 9, 2018 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Generative Neural Networks for Anomaly Detection in Crowded Scenes | Oct 29, 2018 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 0 | 5 |
