| Inverse Cubature and Quadrature Kalman filters | Mar 18, 2023 | Numerical IntegrationState Space Models | —Unverified | 0 |
| Inverse Extended Kalman Filter -- Part I: Fundamentals | Jan 5, 2022 | State Space Models | —Unverified | 0 |
| IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction | May 9, 2025 | PredictionState Space Models | —Unverified | 0 |
| Iterated Block Particle Filter for High-dimensional Parameter Learning: Beating the Curse of Dimensionality | Oct 20, 2021 | State Space Models | —Unverified | 0 |
| KalMamba: Towards Efficient Probabilistic State Space Models for RL under Uncertainty | Jun 21, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Kalman Recursions Aggregated Online | Feb 26, 2020 | State Space Models | —Unverified | 0 |
| Reachset-Conformant System Identification | Jul 16, 2024 | State Space Models | —Unverified | 0 |
| Viking: Variational Bayesian Variance Tracking | Apr 16, 2021 | State Space ModelsTime Series | —Unverified | 0 |
| Recursive Learning of Asymptotic Variational Objectives | Nov 4, 2024 | State Space ModelsVariational Inference | —Unverified | 0 |
| Regularity and Stability Properties of Selective SSMs with Discontinuous Gating | May 16, 2025 | State Space Models | —Unverified | 0 |
| Regularization-Based Efficient Continual Learning in Deep State-Space Models | Mar 15, 2024 | Continual LearningState Space Models | —Unverified | 0 |
| P-SpikeSSM: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks | Jun 5, 2024 | Computational EfficiencyState Space Models | —Unverified | 0 |
| Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion | Apr 27, 2024 | DisentanglementEmotion Classification | —Unverified | 0 |
| Robust and Constrained Estimation of State-Space Models: A Majorization-Minimization Approach | Nov 18, 2024 | Computational EfficiencyState Estimation | —Unverified | 0 |
| Robustifying State-space Models for Long Sequences via Approximate Diagonalization | Oct 2, 2023 | Computational EfficiencyState Space Models | —Unverified | 0 |
| Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation | Mar 26, 2024 | Image SegmentationMamba | —Unverified | 0 |
| RotRNN: Modelling Long Sequences with Rotations | Jul 9, 2024 | State Space Models | —Unverified | 0 |
| S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces | Oct 12, 2022 | Inductive BiasState Space Models | —Unverified | 0 |
| S7: Selective and Simplified State Space Layers for Sequence Modeling | Oct 4, 2024 | Computational EfficiencyLong-range modeling | —Unverified | 0 |
| SaFARi: State-Space Models for Frame-Agnostic Representation | May 13, 2025 | DiversityState Space Models | —Unverified | 0 |
| Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking | May 19, 2025 | Image GenerationMamba | —Unverified | 0 |
| Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models | Jan 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Sampling-Free Probabilistic Deep State-Space Models | Sep 15, 2023 | State Space Models | —Unverified | 0 |
| Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models | Dec 1, 2019 | Bayesian InferenceDenoising | —Unverified | 0 |
| Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers | May 23, 2018 | Bayesian InferenceState Space Models | —Unverified | 0 |