| Differentiable Bootstrap Particle Filters for Regime-Switching Models | Feb 20, 2023 | State Space Models | —Unverified | 0 |
| Free-Form Variational Inference for Gaussian Process State-Space Models | Feb 20, 2023 | FormState Space Models | CodeCode Available | 0 |
| Simple Hardware-Efficient Long Convolutions for Sequence Modeling | Feb 13, 2023 | GPUimage-classification | CodeCode Available | 2 |
| High-Dimensional Conditionally Gaussian State Space Models with Missing Data | Feb 7, 2023 | State Space ModelsVocal Bursts Intensity Prediction | —Unverified | 0 |
| BSSAD: Towards A Novel Bayesian State-Space Approach for Anomaly Detection in Multivariate Time Series | Jan 30, 2023 | Anomaly DetectionState Space Models | —Unverified | 0 |
| Sequential Estimation of Gaussian Process-based Deep State-Space Models | Jan 29, 2023 | Gaussian ProcessesState Space Models | —Unverified | 0 |
| Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series | Jan 26, 2023 | Bayesian InferenceImputation | CodeCode Available | 1 |
| Towards Flexibility and Interpretability of Gaussian Process State-Space Model | Jan 21, 2023 | State Space ModelsVariational Inference | CodeCode Available | 0 |
| Diffusion-based Conditional ECG Generation with Structured State Space Models | Jan 19, 2023 | State Space ModelsSynthetic Data Generation | CodeCode Available | 1 |
| Towards AI-controlled FES-restoration of arm movements: Controlling for progressive muscular fatigue with Gaussian state-space models | Jan 10, 2023 | Reinforcement Learning (RL)State Space Models | —Unverified | 0 |
