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| Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning | Oct 13, 2022 | Data AugmentationTime Series | CodeCode Available | 1 |
| Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting | Oct 12, 2022 | Graph GenerationGraph structure learning | CodeCode Available | 1 |
| Deterioration Prediction using Time-Series of Three Vital Signs and Current Clinical Features Amongst COVID-19 Patients | Oct 12, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-Content Time-Series Popularity Prediction with Multiple-Model Transformers in MEC Networks | Oct 12, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Counterfactual Estimation with Categorical Background Variables | Oct 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Class-Specific Explainability for Deep Time Series Classifiers | Oct 11, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Self-explaining Hierarchical Model for Intraoperative Time Series | Oct 10, 2022 | modelTime Series | CodeCode Available | 0 |
| Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware | Oct 10, 2022 | Edge-computingimage-classification | —Unverified | 0 |
| Mining Causality from Continuous-time Dynamics Models: An Application to Tsunami Forecasting | Oct 10, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
