| Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations | Jun 16, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Closed-Form Diffeomorphic Transformations for Time Series Alignment | Jun 16, 2022 | CPUForm | CodeCode Available | 1 |
| MAGIC: Microlensing Analysis Guided by Intelligent Computation | Jun 16, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Conformal prediction set for time-series | Jun 15, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Deep Isolation Forest for Anomaly Detection | Jun 14, 2022 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Contrastive Learning for Unsupervised Domain Adaptation of Time Series | Jun 13, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers | Jun 10, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Motiflets -- Simple and Accurate Detection of Motifs in Time Series | Jun 8, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting | Jun 8, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| VitalDB | Jun 8, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
