| A toolkit for data-driven discovery of governing equations in high-noise regimes | Nov 8, 2021 | Equation DiscoveryModel Discovery | CodeCode Available | 0 |
| A deep learning architecture to detect events in EEG signals during sleep | Jul 11, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Training Structured Mechanical Models by Minimizing Discrete Euler-Lagrange Residual | May 5, 2021 | Decision MakingTime Series | CodeCode Available | 0 |
| Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis | Jul 9, 2022 | Data AugmentationDynamic Time Warping | CodeCode Available | 0 |
| Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain | Mar 21, 2019 | General ClassificationTime Series | CodeCode Available | 0 |
| Implicit Dynamical Flow Fusion (IDFF) for Generative Modeling | Sep 22, 2024 | Image GenerationTime Series | CodeCode Available | 0 |
| Trading via Image Classification | Jul 23, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Implet: A Post-hoc Subsequence Explainer for Time Series Models | May 13, 2025 | Time SeriesTime Series Classification | CodeCode Available | 0 |
| Implementing spectral methods for hidden Markov models with real-valued emissions | Apr 29, 2014 | parameter estimationTime Series | CodeCode Available | 0 |
| DANI: Fast Diffusion Aware Network Inference with Preserving Topological Structure Property | Oct 2, 2023 | Time Series | CodeCode Available | 0 |
| T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns in Disease Progression | Feb 24, 2023 | ClusteringRepresentation Learning | CodeCode Available | 0 |
| Towards Unbiased Evaluation of Time-series Anomaly Detector | Sep 19, 2024 | Anomaly DetectionFairness | CodeCode Available | 0 |
| Impact of non-stationarity on estimating and modeling empirical copulas of daily stock returns | Jun 26, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Towards Safe Policy Improvement for Non-Stationary MDPs | Oct 23, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Towards Precision Healthcare: Robust Fusion of Time Series and Image Data | May 24, 2024 | Multimodal Deep LearningTime Series | CodeCode Available | 0 |
| Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data | Jul 11, 2022 | Data SummarizationDecoder | CodeCode Available | 0 |
| Imbedding Deep Neural Networks | Jan 31, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time Series | Mar 28, 2022 | EpidemiologyTime Series | CodeCode Available | 0 |
| Towards Interpretable Time Series Foundation Models | Jul 10, 2025 | Time Series | CodeCode Available | 0 |
| Towards Foundation Time Series Model: To Synthesize Or Not To Synthesize? | Mar 4, 2024 | Time Series | CodeCode Available | 0 |
| IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records | Jan 9, 2024 | Missing ValuesTime Series | CodeCode Available | 0 |
| Towards Efficient Parametric State Estimation in Circulating Fuel Reactors with Shallow Recurrent Decoder Networks | Mar 11, 2025 | DecoderState Estimation | CodeCode Available | 0 |
| Towards Dynamic Trend Filtering through Trend Point Detection with Reinforcement Learning | Jun 6, 2024 | Reinforcement Learning (RL)Time Series | CodeCode Available | 0 |
| Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings | Mar 14, 2024 | Multiple-choiceTime Series | CodeCode Available | 0 |
| If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN | May 3, 2020 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 0 |
