| An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw Cycle | Jul 4, 2024 | Anomaly DetectionRetrieval | CodeCode Available | 0 |
| Self-Supervised Time-Series Anomaly Detection Using Learnable Data Augmentation | Jun 18, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System Telemetry | Jun 14, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 |
| Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models | Jun 6, 2024 | Anomaly DetectionMamba | —Unverified | 0 |
| ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding | Jun 2, 2024 | Anomaly DetectionDensity Estimation | CodeCode Available | 0 |
| Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection | May 30, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders | May 24, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection | May 24, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems | May 13, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 |
| RESTAD: REconstruction and Similarity based Transformer for time series Anomaly Detection | May 13, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
