| Time Series Anomaly Detection with CNN for Environmental Sensors in Healthcare-IoT | Jul 30, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection | Jul 26, 2024 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection | Jul 16, 2024 | Anomaly DetectionNovelty Detection | CodeCode Available | 0 |
| An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw Cycle | Jul 4, 2024 | Anomaly DetectionRetrieval | CodeCode Available | 0 |
| Self-Supervised Spatial-Temporal Normality Learning for Time Series Anomaly Detection | Jun 28, 2024 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry | Jun 25, 2024 | Anomaly DetectionTime Series | CodeCode Available | 2 |
| 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 |
| PeFAD: A Parameter-Efficient Federated Framework for Time Series Anomaly Detection | Jun 4, 2024 | Federated LearningLarge Language Model | CodeCode Available | 1 |
