| Long Expressive Memory for Sequence Modeling | Oct 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Space-Time-Separable Graph Convolutional Network for Pose Forecasting | Oct 9, 2021 | Human Pose ForecastingSTS | CodeCode Available | 1 |
| Truth-Conditional Captioning of Time Series Data | Oct 5, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series | Oct 1, 2021 | Representation LearningTime Series | CodeCode Available | 1 |
| CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning | Sep 30, 2021 | Activity RecognitionContrastive Learning | CodeCode Available | 1 |
| Pyraformer: Low-Complexity Pyramidal Attention for Long-Range Time Series Modeling and Forecasting | Sep 29, 2021 | Decision MakingManagement | CodeCode Available | 1 |
| Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift | Sep 29, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Second-Order Neural ODE Optimizer | Sep 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets | Sep 28, 2021 | ClassificationTime Series | CodeCode Available | 1 |
| Neural ODE Processes: A Short Summary | Sep 27, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
