| Towards Spatio-Temporal Aware Traffic Time Series Forecasting--Full Version | Mar 29, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| HYDRA: Competing convolutional kernels for fast and accurate time series classification | Mar 25, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Learning Whole Heart Mesh Generation From Patient Images For Computational Simulations | Mar 20, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization | Mar 20, 2022 | Missing ValuesMultivariate Time Series Forecasting | CodeCode Available | 1 |
| WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series | Mar 18, 2022 | Out-of-Distribution GeneralizationTime Series | CodeCode Available | 1 |
| Mixing Up Contrastive Learning: Self-Supervised Representation Learning for Time Series | Mar 17, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding | Mar 17, 2022 | Crop ClassificationTime Series | CodeCode Available | 1 |
| Euler State Networks: Non-dissipative Reservoir Computing | Mar 17, 2022 | MemorizationTime Series | CodeCode Available | 1 |
| DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting | Mar 15, 2022 | SchedulingTime Series | CodeCode Available | 1 |
| Wasserstein Adversarial Transformer for Cloud Workload Prediction | Mar 12, 2022 | PredictionTime Series | CodeCode Available | 1 |
