| Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency | Jun 17, 2022 | Activity RecognitionDomain Adaptation | CodeCode Available | 2 | 5 |
| Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing | May 25, 2024 | Domain AdaptationFault Detection | CodeCode Available | 2 | 5 |
| Self-Supervised Log Parsing | Mar 17, 2020 | Anomaly DetectionFault Detection | CodeCode Available | 2 | 5 |
| TFPred: Learning Discriminative Representations from Unlabeled Data for Few-Label Rotating Machinery Fault Diagnosis | May 1, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 2 | 5 |
| A probabilistic estimation of remaining useful life from censored time-to-event data | May 2, 2024 | Fault DetectionSurvival Analysis | CodeCode Available | 1 | 5 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 | 5 |
| DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems | Jul 7, 2023 | Anomaly DetectionFault Detection | CodeCode Available | 1 | 5 |
| Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning | Dec 6, 2021 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing | Oct 14, 2021 | Fault Detectionregression | CodeCode Available | 1 | 5 |
| CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods | Aug 2, 2022 | BenchmarkingCausal Discovery | CodeCode Available | 1 | 5 |
