| Multivariate Time Series Anomaly Detection using DiffGAN Model | Jan 3, 2025 | Anomaly DetectionGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| RESTAD: REconstruction and Similarity based Transformer for time series Anomaly Detection | May 13, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series | Mar 2, 2023 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Multivariate Time Series Anomaly Detection: Fancy Algorithms and Flawed Evaluation Methodology | Aug 24, 2023 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale | Jun 26, 2025 | Anomaly DetectionBenchmarking | CodeCode Available | 0 | 5 |
| Federated Learning with Reservoir State Analysis for Time Series Anomaly Detection | Feb 8, 2025 | Anomaly DetectionComputational Efficiency | CodeCode Available | 0 | 5 |
| OIPR: Evaluation for Time-series Anomaly Detection Inspired by Operator Interest | Mar 3, 2025 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Monte Carlo EM for Deep Time Series Anomaly Detection | Dec 29, 2021 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| MIXAD: Memory-Induced Explainable Time Series Anomaly Detection | Oct 30, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Exploring the Influence of Dimensionality Reduction on Anomaly Detection Performance in Multivariate Time Series | Mar 7, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 | 5 |
