| Interpretable Super-Resolution via a Learned Time-Series Representation | Jun 13, 2020 | Super-ResolutionTime Series | —Unverified | 0 |
| Inductive Graph Neural Networks for Spatiotemporal Kriging | Jun 13, 2020 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| FedGAN: Federated Generative Adversarial Networks for Distributed Data | Jun 12, 2020 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Fairness in Forecasting and Learning Linear Dynamical Systems | Jun 12, 2020 | FairnessTime Series | —Unverified | 0 |
| Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections | Jun 12, 2020 | Imputationtensor algebra | CodeCode Available | 1 |
| Reservoir Computing meets Recurrent Kernels and Structured Transforms | Jun 12, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting | Jun 11, 2020 | Machine TranslationTime Series | —Unverified | 0 |
| Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification | Jun 11, 2020 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 |
| Model-Size Reduction for Reservoir Computing by Concatenating Internal States Through Time | Jun 11, 2020 | Edge-computingTime Series | —Unverified | 0 |
| Learning Continuous-Time Dynamics by Stochastic Differential Networks | Jun 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Stanza: A Nonlinear State Space Model for Probabilistic Inference in Non-Stationary Time Series | Jun 11, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| Superconducting radio-frequency cavity fault classification using machine learning at Jefferson Laboratory | Jun 11, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting | Jun 10, 2020 | Tensor DecompositionTime Series | —Unverified | 0 |
| Distribution Regression for Sequential Data | Jun 10, 2020 | regressionTime Series | —Unverified | 0 |
| Development of A Stochastic Traffic Environment with Generative Time-Series Models for Improving Generalization Capabilities of Autonomous Driving Agents | Jun 10, 2020 | Autonomous DrivingReinforcement Learning (RL) | —Unverified | 0 |
| Deep Learning with Attention Mechanism for Predicting Driver Intention at Intersection | Jun 10, 2020 | Autonomous VehiclesTime Series | —Unverified | 0 |
| Hierarchical regularization networks for sparsification based learning on noisy datasets | Jun 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cost-effective Interactive Attention Learning with Neural Attention Processes | Jun 9, 2020 | RerankingTime Series | CodeCode Available | 1 |
| Conditional Sig-Wasserstein GANs for Time Series Generation | Jun 9, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Statistical Estimation of High-Dimensional Vector Autoregressive Models | Jun 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse Dynamic Distribution Decomposition: Efficient Integration of Trajectory and Snapshot Time Series Data | Jun 9, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Detecting structural perturbations from time series with deep learning | Jun 9, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series | Jun 9, 2020 | DescriptiveTime Series | CodeCode Available | 1 |
| Deep learning of contagion dynamics on complex networks | Jun 9, 2020 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Deep Stock Predictions | Jun 8, 2020 | Portfolio OptimizationPrediction | CodeCode Available | 1 |
