| Statistical Linear Regression Approach to Kalman Filtering and Smoothing under Cyber-Attacks | Apr 11, 2025 | BlockingState Estimation | —Unverified | 0 |
| Stochastic quasi-Newton with line-search regularization | Sep 3, 2019 | State Space Models | —Unverified | 0 |
| Stochastic Recurrent Neural Network for Multistep Time Series Forecasting | Apr 26, 2021 | State Space ModelsTime Series | —Unverified | 0 |
| Stochastic Sequential Neural Networks with Structured Inference | May 24, 2017 | Medical DiagnosisSegmentation | —Unverified | 0 |
| STREAM: A Universal State-Space Model for Sparse Geometric Data | Nov 19, 2024 | Audio ClassificationEvent-based vision | —Unverified | 0 |
| STree: Speculative Tree Decoding for Hybrid State-Space Models | May 20, 2025 | State 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 |
| Sublinear-Time Approximate MCMC Transitions for Probabilistic Programs | Nov 6, 2014 | parameter estimationProbabilistic Programming | —Unverified | 0 |
| Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale | Feb 25, 2025 | State Space Models | —Unverified | 0 |
| Taipan: Efficient and Expressive State Space Language Models with Selective Attention | Oct 24, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| Taming Mambas for Voxel Level 3D Medical Image Segmentation | Oct 20, 2024 | Image SegmentationMamba | —Unverified | 0 |
| TAS-TsC: A Data-Driven Framework for Estimating Time of Arrival Using Temporal-Attribute-Spatial Tri-space Coordination of Truck Trajectories | Dec 2, 2024 | AttributeAttribute Extraction | —Unverified | 0 |
| Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models | Mar 14, 2025 | MambaState Space Models | —Unverified | 0 |
| Temporal Test-Time Adaptation with State-Space Models | Jul 17, 2024 | State Space ModelsTest-time Adaptation | —Unverified | 0 |
| Test Time Learning for Time Series Forecasting | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Test-time regression: a unifying framework for designing sequence models with associative memory | Jan 21, 2025 | Memorizationregression | —Unverified | 0 |
| The Annotated S4 | Jan 17, 2022 | State Space Models | —Unverified | 0 |
| The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity | Dec 9, 2024 | MambaState Space Models | —Unverified | 0 |
| The Expressive Capacity of State Space Models: A Formal Language Perspective | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Gaussian Process Prior VAE for Interpretable Latent Dynamics from Pixels | Oct 16, 2019 | State Space Models | —Unverified | 0 |
| The Surprising Soupability of Documents in State Space Models | May 29, 2025 | State Space Models | —Unverified | 0 |
| The Use of Gaussian Processes in System Identification | Jul 13, 2019 | FormGaussian Processes | —Unverified | 0 |
| TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models | Oct 8, 2024 | ImputationMamba | —Unverified | 0 |
| Time Series Analysis by State Space Learning | Aug 17, 2024 | State Space ModelsTime Series | —Unverified | 0 |
| Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting | May 25, 2024 | MambaState Space Models | —Unverified | 0 |
| Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes | Sep 18, 2024 | MambaState Space Models | —Unverified | 0 |
| Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation | May 9, 2025 | MambaSegmentation | —Unverified | 0 |
| Towards AI-controlled FES-restoration of arm movements: Controlling for progressive muscular fatigue with Gaussian state-space models | Jan 10, 2023 | Reinforcement Learning (RL)State Space Models | —Unverified | 0 |
| Towards a theory of learning dynamics in deep state space models | Jul 10, 2024 | State Space Models | —Unverified | 0 |
| Towards Efficient Modelling of String Dynamics: A Comparison of State Space and Koopman based Deep Learning Methods | Aug 29, 2024 | State Space Models | —Unverified | 0 |
| TransXSSM: A Hybrid Transformer State Space Model with Unified Rotary Position Embedding | Jun 11, 2025 | 4kLanguage Modeling | —Unverified | 0 |
| Traversing Time with Multi-Resolution Gaussian Process State-Space Models | Dec 6, 2021 | State Space Models | —Unverified | 0 |
| TRIS-HAR: Transmissive Reconfigurable Intelligent Surfaces-assisted Cognitive Wireless Human Activity Recognition Using State Space Models | Oct 3, 2024 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Tuning Frequency Bias of State Space Models | Oct 2, 2024 | DenoisingImage Denoising | —Unverified | 0 |
| Turbo-ICL: In-Context Learning-Based Turbo Equalization | May 9, 2025 | DecoderDiversity | —Unverified | 0 |
| UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba | Oct 15, 2024 | DecoderMamba | —Unverified | 0 |
| Unbiased Estimation of the Gradient of the Log-Likelihood for a Class of Continuous-Time State-Space Models | May 24, 2021 | parameter estimationState Space Models | —Unverified | 0 |
| Uncertainty-preserving deep knowledge tracing with state-space models | Jul 9, 2024 | Knowledge TracingState Space Models | —Unverified | 0 |
| Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability | Sep 25, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Understanding and Improving Length Generalization in Recurrent Models | Jul 3, 2025 | 2kState Space Models | —Unverified | 0 |
| UnHiPPO: Uncertainty-aware Initialization for State Space Models | Jun 5, 2025 | State Space Models | —Unverified | 0 |
| UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection | Mar 15, 2025 | 3D Object DetectionMamba | —Unverified | 0 |
| Unlocking Guidance for Discrete State-Space Diffusion and Flow Models | Jun 3, 2024 | State Space Models | —Unverified | 0 |
| Unsupervised learning of observation functions in state-space models by nonparametric moment methods | Jul 12, 2022 | State Space Models | —Unverified | 0 |
| Use of extended Kalman filtering in detecting fouling in heat exchangers | Jan 17, 2007 | Line DetectionState Space Models | —Unverified | 0 |
| Using Bayesian Dynamical Systems for Motion Template Libraries | Dec 1, 2008 | Imitation LearningState Space Models | —Unverified | 0 |
| Variational Autoencoders for Learning Nonlinear Dynamics of Physical Systems | Dec 7, 2020 | State Space Models | —Unverified | 0 |
| Variational-Based Nonlinear Bayesian Filtering with Biased Observations | Dec 29, 2021 | Decision MakingState Estimation | —Unverified | 0 |
| Variational excess risk bound for general state space models | Dec 15, 2023 | State Space Models | —Unverified | 0 |
| Variational Gaussian Process State-Space Models | Jun 18, 2014 | Gaussian ProcessesState Space Models | —Unverified | 0 |