| TSPP: A Unified Benchmarking Tool for Time-series Forecasting | Dec 28, 2023 | BenchmarkingFeature Engineering | CodeCode Available | 0 |
| Joint Signal Recovery and Graph Learning from Incomplete Time-Series | Dec 28, 2023 | Graph LearningTime Series | —Unverified | 0 |
| STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction | Dec 28, 2023 | RetrievalTime Series | CodeCode Available | 1 |
| Continuous-time Autoencoders for Regular and Irregular Time Series Imputation | Dec 27, 2023 | ImputationIrregular Time Series | —Unverified | 0 |
| Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting | Dec 27, 2023 | Contrastive LearningCorrelated Time Series Forecasting | —Unverified | 0 |
| Soft Contrastive Learning for Time Series | Dec 27, 2023 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Photovoltaic power forecasting using quantum machine learning | Dec 27, 2023 | Quantum Machine LearningTime Series | —Unverified | 0 |
| Attention-Enhanced Reservoir Computing | Dec 27, 2023 | PredictionTemporal Sequences | CodeCode Available | 0 |
| FCDNet: Frequency-Guided Complementary Dependency Modeling for Multivariate Time-Series Forecasting | Dec 27, 2023 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| Knowledge Enhanced Conditional Imputation for Healthcare Time-series | Dec 27, 2023 | BenchmarkingImputation | CodeCode Available | 0 |
