| Dynamics and Computational Principles of Echo State Networks: A Mathematical Perspective | Apr 16, 2025 | State Space ModelsTime Series Prediction | —Unverified | 0 | 0 |
| Tuning Frequency Bias of State Space Models | Oct 2, 2024 | DenoisingImage Denoising | —Unverified | 0 | 0 |
| Dynamical Systems as Temporal Feature Spaces | Jul 15, 2019 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| Message-Passing State-Space Models: Improving Graph Learning with Modern Sequence Modeling | May 24, 2025 | Computational EfficiencyGraph Learning | —Unverified | 0 | 0 |
| Meta-Dynamical State Space Models for Integrative Neural Data Analysis | Oct 7, 2024 | Meta-LearningState Space Models | —Unverified | 0 | 0 |
| Meta-Learning for Physically-Constrained Neural System Identification | Jan 10, 2025 | Indoor LocalizationMeta-Learning | —Unverified | 0 | 0 |
| Meta-Learning of Neural State-Space Models Using Data From Similar Systems | Nov 14, 2022 | Meta-LearningState Space Models | —Unverified | 0 | 0 |
| Turbo-ICL: In-Context Learning-Based Turbo Equalization | May 9, 2025 | DecoderDiversity | —Unverified | 0 | 0 |
| Method for estimating hidden structures determined by unidentifiable state-space models and time-series data based on the Groebner basis | Dec 22, 2020 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models | Aug 8, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 | 0 |
