| Automatic selection of the best neural architecture for time series forecasting via multi-objective optimization and Pareto optimality conditions | Jan 21, 2025 | State Space ModelsStructural Health Monitoring | —Unverified | 0 |
| Parallel Sequence Modeling via Generalized Spatial Propagation Network | Jan 21, 2025 | 16kComputational Efficiency | —Unverified | 0 |
| WSSM: Geographic-enhanced hierarchical state-space model for global station weather forecast | Jan 20, 2025 | MambaState Space Models | —Unverified | 0 |
| SeRpEnt: Selective Resampling for Expressive State Space Models | Jan 20, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the dimension of pullback attractors in recurrent neural networks | Jan 20, 2025 | Dimensionality ReductionState Space Models | —Unverified | 0 |
| Finite Sample Analysis of Subspace Identification Methods | Jan 17, 2025 | State Space Models | —Unverified | 0 |
| Gaussian Integral based Bayesian Smoother | Jan 12, 2025 | State Space Models | —Unverified | 0 |
| Element-wise Attention Is All You Need | Jan 10, 2025 | AllState Space Models | —Unverified | 0 |
| Meta-Learning for Physically-Constrained Neural System Identification | Jan 10, 2025 | Indoor LocalizationMeta-Learning | —Unverified | 0 |
| H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving | Jan 8, 2025 | Autonomous DrivingMamba | —Unverified | 0 |