| Learning Graph Neural Networks for Multivariate Time Series Anomaly Detection | Nov 15, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| 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 |
| Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filtering | Jun 15, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT | Apr 8, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress | Sep 29, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Multivariate Time-series Anomaly Detection via Graph Attention Network | Sep 4, 2020 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks | Aug 21, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model | Apr 9, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Time-Series Anomaly Detection Service at Microsoft | Jun 10, 2019 | Anomaly DetectionSaliency Detection | CodeCode Available | 1 |
