| A Statistics and Deep Learning Hybrid Method for Multivariate Time Series Forecasting and Mortality Modeling | Dec 16, 2021 | Multivariate Time Series ForecastingPrediction Intervals | CodeCode Available | 1 |
| Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture | Dec 16, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series | Dec 14, 2021 | Panoptic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Scale-Aware Neural Architecture Search for Multivariate Time Series Forecasting | Dec 14, 2021 | Graph LearningMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Dynamic Graph Learning-Neural Network for Multivariate Time Series Modeling | Dec 6, 2021 | Graph LearningInductive Bias | CodeCode Available | 1 |
| Parameter Efficient Deep Probabilistic Forecasting | Dec 6, 2021 | Probabilistic Time Series ForecastingTime Series | CodeCode Available | 1 |
| ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting | Dec 5, 2021 | Load ForecastingTime Series | CodeCode Available | 1 |
| Anomaly Detection of Wind Turbine Time Series using Variational Recurrent Autoencoders | Dec 5, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Simulation platform for pattern recognition based on reservoir computing with memristor networks | Dec 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Conformal Time-series Forecasting | Dec 1, 2021 | Conformal PredictionDecision Making | CodeCode Available | 1 |
