| Ymir: A Supervised Ensemble Framework for Multivariate Time Series Anomaly Detection | Dec 9, 2021 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Learning Graph Neural Networks for Multivariate Time Series Anomaly Detection | Nov 15, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction | Oct 15, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Hankel-structured Tensor Robust PCA for Multivariate Traffic Time Series Anomaly Detection | Oct 8, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy | Oct 6, 2021 | Anomaly DetectionTime Series | CodeCode Available | 2 |
| STRIC: Stacked Residuals of Interpretable Components for Time Series Anomaly Detection | Sep 29, 2021 | Anomaly DetectionArticles | —Unverified | 0 |
| An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series | Sep 23, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Towards a Rigorous Evaluation of Time-series Anomaly Detection | Sep 11, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation | Sep 8, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Federated Variational Learning for Anomaly Detection in Multivariate Time Series | Aug 18, 2021 | Anomaly DetectionRepresentation Learning | —Unverified | 0 |
