| RSM-GAN: A Convolutional Recurrent GAN for Anomaly Detection in Contaminated Seasonal Multivariate Time Series | Nov 16, 2019 | Anomaly DetectionCausal Inference | —Unverified | 0 | 0 |
| See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers | Nov 4, 2024 | Anomaly DetectionFeature Engineering | —Unverified | 0 | 0 |
| Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series | May 30, 2025 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Self-Supervised Time-Series Anomaly Detection Using Learnable Data Augmentation | Jun 18, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series | May 1, 2025 | Anomaly DetectionMeta-Learning | —Unverified | 0 | 0 |
| Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models | Jun 6, 2024 | Anomaly DetectionMamba | —Unverified | 0 | 0 |
| Sketching Multidimensional Time Series for Fast Discord Mining | Nov 5, 2023 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Unveiling the Flaws: A Critical Analysis of Initialization Effect on Time Series Anomaly Detection | Aug 13, 2024 | Anomaly DetectionFairness | —Unverified | 0 | 0 |
| Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection | Feb 25, 2022 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| A Bi-LSTM Autoencoder Framework for Anomaly Detection -- A Case Study of a Wind Power Dataset | Mar 17, 2023 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
