| Quantification of mismatch error in randomly switching linear state-space models | Dec 8, 2020 | State Space Models | —Unverified | 0 |
| Variational Autoencoders for Learning Nonlinear Dynamics of Physical Systems | Dec 7, 2020 | State Space Models | —Unverified | 0 |
| Normalizing Kalman Filters for Multivariate Time Series Analysis | Dec 1, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| Physics-Informed Neural State Space Models via Learning and Evolution | Nov 26, 2020 | Model SelectionState Space Models | —Unverified | 0 |
| Experimental assessment of polynomial nonlinear state-space and nonlinear-mode models for near-resonant vibrations | Nov 17, 2020 | Cantilever BeamState Space Models | —Unverified | 0 |
| Generating Series for Networks of Chen-Fliess Series | Oct 31, 2020 | State Space Models | —Unverified | 0 |
| A Systematic Comparison of Forecasting for Gross Domestic Product in an Emergent Economy | Oct 26, 2020 | Decision MakingState Space Models | —Unverified | 0 |
| State space models for building control: how deep should you go? | Oct 23, 2020 | Model Predictive ControlState Space Models | —Unverified | 0 |
| Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman Filter | Oct 17, 2020 | DiversityState Space Models | CodeCode Available | 0 |
| Dynamical Variational Autoencoders: A Comprehensive Review | Aug 28, 2020 | 3D Human DynamicsResynthesis | CodeCode Available | 1 |
| Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction | Jul 29, 2020 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Hierarchical Control of Multi-Agent Systems using Online Reinforcement Learning | Jul 28, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF | Jun 17, 2020 | Bayesian InferenceState Space Models | —Unverified | 0 |
| Stanza: A Nonlinear State Space Model for Probabilistic Inference in Non-Stationary Time Series | Jun 11, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| Neural Physicist: Learning Physical Dynamics from Image Sequences | Jun 9, 2020 | Representation LearningState Space Models | —Unverified | 0 |
| Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models | Jun 8, 2020 | State Space ModelsVariational Inference | —Unverified | 0 |
| Continuous-time system identification with neural networks: Model structures and fitting criteria | Jun 3, 2020 | State Space Models | CodeCode Available | 1 |
| Pairs Trading with Nonlinear and Non-Gaussian State Space Models | May 19, 2020 | State Space Models | —Unverified | 0 |
| Localized active learning of Gaussian process state space models | May 4, 2020 | Active LearningModel Predictive Control | —Unverified | 0 |
| The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models | May 1, 2020 | Brain Computer Interfaceregression | CodeCode Available | 1 |
| Deep State Space Models for Nonlinear System Identification | Mar 31, 2020 | Deep LearningState Space Models | CodeCode Available | 1 |
| Active inference on discrete state-spaces: a synthesis | Mar 28, 2020 | Decision MakingState Space Models | —Unverified | 0 |
| Learning Driver Behaviors Using A Gaussian Process Augmented State-Space Model | Mar 16, 2020 | PositionState Space Models | —Unverified | 0 |
| Linear-time inference for Gaussian Processes on one dimension | Mar 11, 2020 | Gaussian ProcessesState Space Models | —Unverified | 0 |
| Data-driven switching logic design for switched linear systems | Mar 11, 2020 | State Space Models | —Unverified | 0 |
