| 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 |
| Graph state-space models | Jan 4, 2023 | DecoderState Space Models | —Unverified | 0 |
| Tracking Brand-Associated Polarity-Bearing Topics in User Reviews | Jan 3, 2023 | Meta-LearningState Space Models | CodeCode Available | 0 |
| State and parameter learning with PaRIS particle Gibbs | Jan 2, 2023 | State Space Models | —Unverified | 0 |
| PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models | Dec 30, 2022 | EconometricsState Space Models | —Unverified | 0 |
| Hungry Hungry Hippos: Towards Language Modeling with State Space Models | Dec 28, 2022 | 8kCoreference Resolution | CodeCode Available | 2 |
| Deep Latent State Space Models for Time-Series Generation | Dec 24, 2022 | State Space ModelsTime Series | CodeCode Available | 1 |
| Pretraining Without Attention | Dec 20, 2022 | State Space Models | CodeCode Available | 1 |
| Efficient Long Sequence Modeling via State Space Augmented Transformer | Dec 15, 2022 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| The Ordered Matrix Dirichlet for State-Space Models | Dec 8, 2022 | State Space Models | CodeCode Available | 0 |
| Simplifying and Understanding State Space Models with Diagonal Linear RNNs | Dec 1, 2022 | 8kState Space Models | CodeCode Available | 1 |
| Modeling Multivariate Biosignals With Graph Neural Networks and Structured State Space Models | Nov 21, 2022 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| The Past Does Matter: Correlation of Subsequent States in Trajectory Predictions of Gaussian Process Models | Nov 20, 2022 | Gaussian ProcessesState Space Models | —Unverified | 0 |
| Meta-Learning of Neural State-Space Models Using Data From Similar Systems | Nov 14, 2022 | Meta-LearningState Space Models | —Unverified | 0 |
| Advancing the State-of-the-Art for ECG Analysis through Structured State Space Models | Nov 14, 2022 | ECG ClassificationState Space Models | CodeCode Available | 1 |
| A Compendium of Control-Oriented Models of Gas Processing Equipment Components | Nov 13, 2022 | State Space Models | —Unverified | 0 |
