| A data-driven approach to UIO-based fault diagnosis | Apr 9, 2024 | Fault DiagnosisState Space Models | —Unverified | 0 | 0 |
| Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models | Nov 29, 2024 | State Space Models | —Unverified | 0 | 0 |
| SSSD-ECG-nle: New Label Embeddings with Structured State-Space Models for ECG generation | Jul 15, 2024 | State Space Models | —Unverified | 0 | 0 |
| Stabilizing RNN Gradients through Pre-training | Aug 23, 2023 | State Space Models | —Unverified | 0 | 0 |
| A unified approach to mortality modelling using state-space framework: characterisation, identification, estimation and forecasting | May 31, 2016 | Bayesian Inferenceparameter estimation | —Unverified | 0 | 0 |
| Standard State Space Models of Unawareness (Extended Abstract) | Jun 24, 2016 | State Space Models | —Unverified | 0 | 0 |
| Stanza: A Nonlinear State Space Model for Probabilistic Inference in Non-Stationary Time Series | Jun 11, 2020 | Deep LearningState Space Models | —Unverified | 0 | 0 |
| Audio Mamba: Pretrained Audio State Space Model For Audio Tagging | May 22, 2024 | Audio TaggingMamba | —Unverified | 0 | 0 |
| State and parameter learning with PaRIS particle Gibbs | Jan 2, 2023 | State Space Models | —Unverified | 0 | 0 |
| A Tutorial on Solution Properties of State Space Models of Dynamical Systems | Apr 12, 2022 | State Space Models | —Unverified | 0 | 0 |
| A tutorial on group effective connectivity analysis, part 2: second level analysis with PEB | Feb 27, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| State-space Decomposition Model for Video Prediction Considering Long-term Motion Trend | Apr 17, 2024 | motion predictionPrediction | —Unverified | 0 | 0 |
| State-Space Large Audio Language Models | Nov 24, 2024 | State Space Models | —Unverified | 0 | 0 |
| State Space LSTM Models with Particle MCMC Inference | Nov 30, 2017 | State Space ModelsTopic Models | —Unverified | 0 | 0 |
| State-Space Modeling in Long Sequence Processing: A Survey on Recurrence in the Transformer Era | Jun 13, 2024 | State Space Models | —Unverified | 0 | 0 |
| State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons | Apr 3, 2025 | State Space Models | —Unverified | 0 | 0 |
| At the Intersection of Deep Sequential Model Framework and State-space Model Framework: Study on Option Pricing | Dec 14, 2020 | modelState Space Models | —Unverified | 0 | 0 |
| Adaptive State-Space Mamba for Real-Time Sensor Data Anomaly Detection | Mar 26, 2025 | Anomaly DetectionMamba | —Unverified | 0 | 0 |
| State Space Models are Comparable to Transformers in Estimating Functions with Dynamic Smoothness | May 29, 2024 | State Space Models | —Unverified | 0 | 0 |
| State Space Models are Strong Text Rerankers | Dec 18, 2024 | Long-Context UnderstandingMamba | —Unverified | 0 | 0 |
| Asymptotic Properties of Recursive Maximum Likelihood Estimation in Non-Linear State-Space Models | Jun 25, 2018 | State Space Models | —Unverified | 0 | 0 |
| State-space models can learn in-context by gradient descent | Oct 15, 2024 | In-Context Learningregression | —Unverified | 0 | 0 |
| State-space models' dirty little secrets: even simple linear Gaussian models can have estimation problems | Mar 29, 2016 | State EstimationState Space Models | —Unverified | 0 | 0 |
| State space models, emergence, and ergodicity: How many parameters are needed for stable predictions? | Sep 20, 2024 | Self-Supervised LearningState Space Models | —Unverified | 0 | 0 |
| State space models for building control: how deep should you go? | Oct 23, 2020 | Model Predictive ControlState Space Models | —Unverified | 0 | 0 |
| From S4 to Mamba: A Comprehensive Survey on Structured State Space Models | Mar 22, 2025 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| State Space Models for Extractive Summarization in Low Resource Scenarios | Jan 24, 2025 | Extractive SummarizationMamba | —Unverified | 0 | 0 |
| State-Space Models in Efficient Whispered and Multi-dialect Speech Recognition | Jun 20, 2025 | Automatic Speech RecognitionDiversity | —Unverified | 0 | 0 |
| A Survey on Mamba Architecture for Vision Applications | Feb 11, 2025 | Mambaobject-detection | —Unverified | 0 | 0 |
| State-Space Models Win the IEEE DataPort Competition on Post-covid Day-ahead Electricity Load Forecasting | Oct 1, 2021 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 | 0 |
| A Survey of Transformer Enabled Time Series Synthesis | Jun 4, 2024 | State Space ModelsSurvey | —Unverified | 0 | 0 |
| Statistical Linear Regression Approach to Kalman Filtering and Smoothing under Cyber-Attacks | Apr 11, 2025 | BlockingState Estimation | —Unverified | 0 | 0 |
| A study on fault diagnosis in nonlinear dynamic systems with uncertainties | Sep 6, 2023 | Fault DetectionFault Diagnosis | —Unverified | 0 | 0 |
| Violina: Various-of-trajectories Identification of Linear Time-invariant Non-Markovian Dynamics | Sep 30, 2024 | State Space Models | —Unverified | 0 | 0 |
| Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting | Jul 4, 2025 | Magnetic Resonance FingerprintingMamba | —Unverified | 0 | 0 |
| Stochastic quasi-Newton with line-search regularization | Sep 3, 2019 | State Space Models | —Unverified | 0 | 0 |
| Stochastic Recurrent Neural Network for Multistep Time Series Forecasting | Apr 26, 2021 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| Stochastic Sequential Neural Networks with Structured Inference | May 24, 2017 | Medical DiagnosisSegmentation | —Unverified | 0 | 0 |
| STREAM: A Universal State-Space Model for Sparse Geometric Data | Nov 19, 2024 | Audio ClassificationEvent-based vision | —Unverified | 0 | 0 |
| Active Learning in Gaussian Process State Space Model | Jul 30, 2021 | Active Learningmodel | —Unverified | 0 | 0 |
| STree: Speculative Tree Decoding for Hybrid State-Space Models | May 20, 2025 | State Space Models | —Unverified | 0 | 0 |
| Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans | Jun 9, 2024 | Computational EfficiencyEdge Classification | —Unverified | 0 | 0 |
| Active inference on discrete state-spaces: a synthesis | Mar 28, 2020 | Decision MakingState Space Models | —Unverified | 0 | 0 |
| A Compendium of Control-Oriented Models of Gas Processing Equipment Components | Nov 13, 2022 | State Space Models | —Unverified | 0 | 0 |
| A State Space Approach for Piecewise-Linear Recurrent Neural Networks for Reconstructing Nonlinear Dynamics from Neural Measurements | Dec 23, 2016 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| A State Alignment-Centric Approach to Federated System Identification: The FedAlign Framework | Mar 15, 2025 | Federated LearningState Space Models | —Unverified | 0 | 0 |
| Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models | Jun 8, 2020 | State Space ModelsVariational Inference | —Unverified | 0 | 0 |
| A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers | Dec 15, 2024 | Computational EfficiencyDynamic graph embedding | —Unverified | 0 | 0 |
| Sublinear-Time Approximate MCMC Transitions for Probabilistic Programs | Nov 6, 2014 | parameter estimationProbabilistic Programming | —Unverified | 0 | 0 |
| Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale | Feb 25, 2025 | State Space Models | —Unverified | 0 | 0 |