| NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data | Aug 8, 2019 | Image ClassificationTime Series | —Unverified | 0 |
| Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting | Oct 6, 2022 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| ImputeGAP: A Comprehensive Library for Time Series Imputation | Mar 19, 2025 | BenchmarkingImputation | —Unverified | 0 |
| A Transformer-based Framework For Multi-variate Time Series: A Remaining Useful Life Prediction Use Case | Aug 19, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Non-Linear Temporal Subspace Representations for Activity Recognition | Mar 27, 2018 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Neural Causal Discovery with Learnable Input Noise | May 1, 2019 | Causal DiscoveryEEG | —Unverified | 0 |
| Data-driven mapping between functional connectomes using optimal transport | Jul 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Analysis of Brain States from Multi-Region LFP Time-Series | Dec 1, 2014 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data | Jul 3, 2023 | ImputationTime Series | —Unverified | 0 |
| EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks | Aug 27, 2019 | Dimensionality ReductionEEG | —Unverified | 0 |
| Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks | Sep 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic | Nov 17, 2022 | Decision MakingImputation | —Unverified | 0 |
| Imputation of Counterfactual Outcomes when the Errors are Predictable | Mar 12, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| A Comparative Study of Pruning Methods in Transformer-based Time Series Forecasting | Dec 17, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Nonlinear time-series embedding by monotone variational inequality | Jun 11, 2024 | ClusteringTime Series | —Unverified | 0 |
| Imputation of Clinical Covariates in Time Series | Dec 2, 2018 | ImputationTime Series | —Unverified | 0 |
| Data-Driven Machine Learning Models for a Multi-Objective Flapping Fin Unmanned Underwater Vehicle Control System | Sep 14, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Transformer-based Deep Learning Algorithm to Auto-record Undocumented Clinical One-Lung Ventilation Events | Feb 16, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting, Causality, and Impulse Response with Neural Vector Autoregressions | Mar 22, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Dynamic Mode Decomposition for End-to-End Modeling of Nonlinear Dynamics | Dec 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Echo State Network using oscillations of gas bubbles in water | Dec 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Impulse Response Analysis of Structural Nonlinear Time Series Models | May 30, 2023 | Time Series | —Unverified | 0 |
| Neural forecasting at scale | Sep 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data-Driven Learning of the Number of States in Multi-State Autoregressive Models | Jun 6, 2015 | Model SelectionTime Series | —Unverified | 0 |
| Analysis of Blink Rate Variability during reading and memory testing | Mar 27, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |