| Online Model-based Anomaly Detection in Multivariate Time Series: Taxonomy, Survey, Research Challenges and Future Directions | Aug 7, 2024 | Anomaly DetectionBenchmarking | —Unverified | 0 | 0 |
| OnlineSTL: Scaling Time Series Decomposition by 100x | Jul 19, 2021 | Anomaly DetectionChange Point Detection | —Unverified | 0 | 0 |
| Online Time Series Anomaly Detection with State Space Gaussian Processes | Jan 18, 2022 | Anomaly DetectionGaussian Processes | —Unverified | 0 | 0 |
| Open-Set Multivariate Time-Series Anomaly Detection | Oct 18, 2023 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches | Nov 4, 2024 | Anomaly DetectionCyber Attack Detection | —Unverified | 0 | 0 |
| DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation | Sep 8, 2021 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| PatchTrAD: A Patch-Based Transformer focusing on Patch-Wise Reconstruction Error for Time Series Anomaly Detection | Apr 10, 2025 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection | Jan 20, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| Coupled Attention Networks for Multivariate Time Series Anomaly Detection | Jun 12, 2023 | Anomaly DetectionDecoder | —Unverified | 0 | 0 |
| Prototypes as Explanation for Time Series Anomaly Detection | Jul 4, 2023 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
