| Cross-user activity recognition via temporal relation optimal transport | Mar 12, 2024 | Activity RecognitionDomain Adaptation | —Unverified | 0 |
| Deep Generative Domain Adaptation with Temporal Relation Knowledge for Cross-User Activity Recognition | Mar 12, 2024 | Activity RecognitionDomain Adaptation | —Unverified | 0 |
| Imputation of Counterfactual Outcomes when the Errors are Predictable | Mar 12, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Supervised Time Series Classification for Anomaly Detection in Subsea Engineering | Mar 12, 2024 | Anomaly DetectionClassification | —Unverified | 0 |
| Spatiotemporal Representation Learning for Short and Long Medical Image Time Series | Mar 12, 2024 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| Chronos: Learning the Language of Time Series | Mar 12, 2024 | Gaussian ProcessesLanguage Modeling | CodeCode Available | 7 |
| CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning | Mar 12, 2024 | Knowledge DistillationMultivariate Time Series Forecasting | CodeCode Available | 2 |
| Exploring Challenges in Deep Learning of Single-Station Ground Motion Records | Mar 12, 2024 | Deep LearningStructural Health Monitoring | CodeCode Available | 0 |
| Dataset Condensation for Time Series Classification via Dual Domain Matching | Mar 12, 2024 | Data AugmentationDataset Condensation | CodeCode Available | 1 |
| Data-Driven Tuning Parameter Selection for High-Dimensional Vector Autoregressions | Mar 11, 2024 | Time Series | —Unverified | 0 |
