| MIXAD: Memory-Induced Explainable Time Series Anomaly Detection | Oct 30, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| A Subspace Method for Time Series Anomaly Detection in Cyber-Physical Systems | May 20, 2022 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| MIM-GAN-based Anomaly Detection for Multivariate Time Series Data | Oct 26, 2023 | Anomaly DetectionDiversity | CodeCode Available | 0 |
| OrionBench: Benchmarking Time Series Generative Models in the Service of the End-User | Oct 26, 2023 | Anomaly DetectionBenchmarking | 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 |
| Spliced Binned-Pareto Distribution for Robust Modeling of Heavy-tailed Time Series | Jun 21, 2021 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Towards Unbiased Evaluation of Time-series Anomaly Detector | Sep 19, 2024 | Anomaly DetectionFairness | CodeCode Available | 0 |
| StackVAE-G: An efficient and interpretable model for time series anomaly detection | May 18, 2021 | Anomaly DetectionGraph Learning | CodeCode Available | 0 |
| Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection | Jul 16, 2024 | Anomaly DetectionNovelty Detection | CodeCode Available | 0 |
| Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods | Apr 27, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| TransNAS-TSAD: Harnessing Transformers for Multi-Objective Neural Architecture Search in Time Series Anomaly Detection | Nov 29, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 0 |
| Long Short Term Memory Networks for Anomaly Detection in Time Series | Apr 22, 2015 | Anomaly DetectionFault Detection | CodeCode Available | 0 |
| KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection | Mar 16, 2025 | Anomaly DetectionModel Selection | 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 |
