| SSDNet: State Space Decomposition Neural Network for Time Series Forecasting | Dec 19, 2021 | Deep LearningState Space Models | CodeCode Available | 0 |
| HRVMamba: High-Resolution Visual State Space Model for Dense Prediction | Oct 4, 2024 | Inductive BiasMamba | CodeCode Available | 0 |
| An adaptive ensemble filter for heavy-tailed distributions: tuning-free inflation and localization | Oct 12, 2023 | State Space Models | CodeCode Available | 0 |
| Variational online learning of neural dynamics | Jul 27, 2017 | Decision MakingExperimental Design | CodeCode Available | 0 |
| How Effective are State Space Models for Machine Translation? | Jul 7, 2024 | Machine TranslationMamba | CodeCode Available | 0 |
| Variationally Inferred Sampling Through a Refined Bound for Probabilistic Programs | Aug 26, 2019 | Bayesian InferenceDensity Estimation | CodeCode Available | 0 |
| EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation | Jun 4, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis | Aug 23, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Variationally Inferred Sampling Through a Refined Bound | Oct 16, 2019 | Bayesian InferenceDensity Estimation | CodeCode Available | 0 |
| Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings | May 25, 2025 | MambaState Space Models | CodeCode Available | 0 |
| Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios | Jun 29, 2022 | State Space ModelsTime Series | CodeCode Available | 0 |
| Dynamic Bayesian Learning for Spatiotemporal Mechanistic Models | Aug 12, 2022 | Gaussian Processesregression | CodeCode Available | 0 |
| Towards Flexibility and Interpretability of Gaussian Process State-Space Model | Jan 21, 2023 | State Space ModelsVariational Inference | CodeCode Available | 0 |
| Dynamical similarity analysis can identify compositional dynamics developing in RNNs | Oct 31, 2024 | MambaState Space Models | CodeCode Available | 0 |
| DSSRNN: Decomposition-Enhanced State-Space Recurrent Neural Network for Time-Series Analysis | Dec 1, 2024 | Computational EfficiencyPhysics-informed machine learning | CodeCode Available | 0 |
| Tracking Brand-Associated Polarity-Bearing Topics in User Reviews | Jan 3, 2023 | Meta-LearningState Space Models | CodeCode Available | 0 |
| Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks | May 15, 2021 | speech-recognitionSpeech Recognition | CodeCode Available | 0 |
| State-space models are accurate and efficient neural operators for dynamical systems | Sep 5, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| Tracking Network Dynamics using Probabilistic State-Space Models | Sep 12, 2024 | State Space Models | CodeCode Available | 0 |
| DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models | Dec 11, 2024 | Graph structure learningInformativeness | CodeCode Available | 0 |
| Graph Mamba: Towards Learning on Graphs with State Space Models | Feb 13, 2024 | Graph Representation LearningMamba | CodeCode Available | 0 |
| Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data | May 20, 2016 | State Space ModelsVariational Inference | CodeCode Available | 0 |
| Continuous-time identification of dynamic state-space models by deep subspace encoding | Apr 20, 2022 | State Space Models | CodeCode Available | 0 |