| On Uncertainty in Deep State Space Models for Model-Based Reinforcement Learning | Oct 17, 2022 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Marginalized particle Gibbs for multiple state-space models coupled through shared parameters | Oct 13, 2022 | Bayesian InferenceState Space Models | —Unverified | 0 |
| Fast Estimation of Bayesian State Space Models Using Amortized Simulation-Based Inference | Oct 13, 2022 | Inductive BiasState Space Models | —Unverified | 0 |
| S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces | Oct 12, 2022 | Inductive BiasState Space Models | —Unverified | 0 |
| Outlier-Insensitive Kalman Filtering Using NUV Priors | Oct 12, 2022 | State Space Models | CodeCode Available | 0 |
| Direct identification of continuous-time linear switched state-space models | Oct 4, 2022 | State Space Models | —Unverified | 0 |
| Counter-Adversarial Learning with Inverse Unscented Kalman Filter | Oct 1, 2022 | State Space Models | —Unverified | 0 |
| Liquid Structural State-Space Models | Sep 26, 2022 | Heart rate estimationLong-range modeling | CodeCode Available | 2 |
| Neural State-Space Modeling with Latent Causal-Effect Disentanglement | Sep 26, 2022 | DisentanglementState Space Models | CodeCode Available | 0 |
| Mega: Moving Average Equipped Gated Attention | Sep 21, 2022 | Image ClassificationInductive Bias | CodeCode Available | 2 |
