| Source Model Selection for Deep Learning in the Time Series Domain | Jan 3, 2020 | Model SelectionTime Series | CodeCode Available | 1 |
| Variable-lag Granger Causality for Time Series Analysis | Dec 18, 2019 | Causal InferenceLeadership Inference | CodeCode Available | 1 |
| High-Dimensional Granger Causality Tests with an Application to VIX and News | Dec 13, 2019 | regressionTime Series | CodeCode Available | 1 |
| Legendre Memory Units: Continuous-Time Representation in Recurrent Neural Networks | Dec 1, 2019 | Sequential Image ClassificationTime Series | CodeCode Available | 1 |
| Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition | Nov 18, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging | Oct 24, 2019 | Deep LearningEEG | CodeCode Available | 1 |
| Spatio-Temporal Alignments: Optimal transport through space and time | Oct 9, 2019 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Synthesis of Realistic ECG using Generative Adversarial Networks | Sep 19, 2019 | De-identificationInference Attack | CodeCode Available | 1 |
| Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models | Sep 19, 2019 | Change DetectionDynamic Time Warping | CodeCode Available | 1 |
| InceptionTime: Finding AlexNet for Time Series Classification | Sep 11, 2019 | Deep LearningGeneral Classification | CodeCode Available | 1 |
