| FingerFlex: Inferring Finger Trajectories from ECoG signals | Oct 23, 2022 | Brain Computer InterfaceBrain Decoding | CodeCode Available | 1 |
| SpectraNet: Multivariate Forecasting and Imputation under Distribution Shifts and Missing Data | Oct 22, 2022 | ImputationMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior | Oct 22, 2022 | Inductive BiasTime Series | —Unverified | 0 |
| Time Series Synthesis via Multi-scale Patch-based Generation of Wavelet Scalogram | Oct 21, 2022 | DiversityTime Series | —Unverified | 0 |
| Theoretical analysis of deep neural networks for temporally dependent observations | Oct 20, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multimodal Neural Network For Demand Forecasting | Oct 20, 2022 | ArticlesDemand Forecasting | —Unverified | 0 |
| Neural ODEs as Feedback Policies for Nonlinear Optimal Control | Oct 20, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Irregularly-Sampled Time Series Modeling with Spline Networks | Oct 19, 2022 | Missing ValuesTime Series | —Unverified | 0 |
| Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling | Oct 18, 2022 | ImputationIrregular Time Series | CodeCode Available | 1 |
| Soil moisture estimation from Sentinel-1 interferometric observations over arid regions | Oct 18, 2022 | Soil moisture estimationTime Series | CodeCode Available | 1 |