| Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods | Apr 27, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Warped Time Series Anomaly Detection | Apr 18, 2024 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series | Apr 17, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Fault Detection in Mobile Networks Using Diffusion Models | Apr 14, 2024 | Anomaly DetectionDiversity | —Unverified | 0 |
| TSA on AutoPilot: Self-tuning Self-supervised Time Series Anomaly Detection | Apr 3, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 |
| From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations | Mar 15, 2024 | Anomaly DetectionDecoder | CodeCode Available | 0 |
| Exploring the Influence of Dimensionality Reduction on Anomaly Detection Performance in Multivariate Time Series | Mar 7, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 |
| Towards efficient deep autoencoders for multivariate time series anomaly detection | Mar 4, 2024 | Anomaly DetectionModel Compression | —Unverified | 0 |
| Unsupervised Distance Metric Learning for Anomaly Detection Over Multivariate Time Series | Mar 4, 2024 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| Generative Adversarial Network with Soft-Dynamic Time Warping and Parallel Reconstruction for Energy Time Series Anomaly Detection | Feb 22, 2024 | Anomaly DetectionDynamic Time Warping | CodeCode Available | 1 |
