| MTSMAE: Masked Autoencoders for Multivariate Time-Series Forecasting | Oct 4, 2022 | Multivariate Time Series ForecastingSelf-Supervised Learning | —Unverified | 0 |
| Learning Signal Temporal Logic through Neural Network for Interpretable Classification | Oct 4, 2022 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction | Oct 4, 2022 | counterfactualOpen-Ended Question Answering | —Unverified | 0 |
| Homotopy-based training of NeuralODEs for accurate dynamics discovery | Oct 4, 2022 | Time Series | CodeCode Available | 0 |
| Fast Saturating Gate for Learning Long Time Scales with Recurrent Neural Networks | Oct 4, 2022 | Computational EfficiencyTime Series | —Unverified | 0 |
| Unsupervised Model Selection for Time-series Anomaly Detection | Oct 3, 2022 | Anomaly Detectionmodel | CodeCode Available | 1 |
| Review of Clustering Methods for Functional Data | Oct 3, 2022 | ClusteringTime Series | —Unverified | 0 |
| Combined Dynamic Virtual Spatiotemporal Graph Mapping for Traffic Prediction | Oct 3, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Grouped self-attention mechanism for a memory-efficient Transformer | Oct 2, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series Classifiers | Oct 2, 2022 | Pose EstimationPose Tracking | CodeCode Available | 0 |
