| PatchTrAD: A Patch-Based Transformer focusing on Patch-Wise Reconstruction Error for Time Series Anomaly Detection | Apr 10, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| AMAD: AutoMasked Attention for Unsupervised Multivariate Time Series Anomaly Detection | Apr 9, 2025 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| iADCPS: Time Series Anomaly Detection for Evolving Cyber-physical Systems via Incremental Meta-learning | Apr 6, 2025 | Anomaly DetectionMeta-Learning | —Unverified | 0 |
| VISTA: Unsupervised 2D Temporal Dependency Representations for Time Series Anomaly Detection | Apr 3, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| Refining Time Series Anomaly Detectors using Large Language Models | Mar 26, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| RoCA: Robust Contrastive One-class Time Series Anomaly Detection with Contaminated Data | Mar 24, 2025 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 |
| Multivariate Time Series Anomaly Detection in Industry 5.0 | Mar 20, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection | Mar 16, 2025 | Anomaly DetectionModel Selection | CodeCode Available | 0 |
| Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection | Mar 14, 2025 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| OIPR: Evaluation for Time-series Anomaly Detection Inspired by Operator Interest | Mar 3, 2025 | Anomaly DetectionTime Series | CodeCode Available | 0 |
