| Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis | Aug 23, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings | May 25, 2025 | MambaState Space Models | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Sepsis Treatment | Nov 27, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| DeMansia: Mamba Never Forgets Any Tokens | Aug 4, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Parameter elimination in particle Gibbs sampling | Oct 30, 2019 | Bayesian InferenceEpidemiology | CodeCode Available | 0 | 5 |
| SS4Rec: Continuous-Time Sequential Recommendation with State Space Models | Feb 12, 2025 | Recommendation SystemsSequential Recommendation | CodeCode Available | 0 | 5 |
| Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios | Jun 29, 2022 | State Space ModelsTime Series | CodeCode Available | 0 | 5 |
| Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence Model | Mar 26, 2024 | Inductive BiasState Space Models | CodeCode Available | 0 | 5 |
| Noise Covariances Identification by MDM: Weighting, Recursion, and Implementation | Dec 9, 2024 | State Space Models | CodeCode Available | 0 | 5 |
| Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks | May 15, 2021 | speech-recognitionSpeech Recognition | CodeCode Available | 0 | 5 |
| Auxiliary MCMC and particle Gibbs samplers for parallelisable inference in latent dynamical systems | Mar 1, 2023 | State Space Models | CodeCode Available | 0 | 5 |
| An adaptive ensemble filter for heavy-tailed distributions: tuning-free inflation and localization | Oct 12, 2023 | State Space Models | CodeCode Available | 0 | 5 |
| Neural State-Space Models: Empirical Evaluation of Uncertainty Quantification | Apr 13, 2023 | Deep LearningState Space Models | CodeCode Available | 0 | 5 |
| Neural State-Space Modeling with Latent Causal-Effect Disentanglement | Sep 26, 2022 | DisentanglementState Space Models | CodeCode Available | 0 | 5 |
| Neuron's Eye View: Inferring Features of Complex Stimuli from Neural Responses | Dec 4, 2015 | Bayesian InferenceState Space Models | CodeCode Available | 0 | 5 |
| Graph Mamba: Towards Learning on Graphs with State Space Models | Feb 13, 2024 | Graph Representation LearningMamba | CodeCode Available | 0 | 5 |
| Deep Direct Discriminative Decoders for High-dimensional Time-series Data Analysis | May 22, 2022 | DecoderHippocampus | CodeCode Available | 0 | 5 |
| Multilingual State Space Models for Structured Question Answering in Indic Languages | Feb 1, 2025 | Answer GenerationDiversity | CodeCode Available | 0 | 5 |
| Hybrid-Emba3D: Geometry-Aware and Cross-Path Feature Hybrid Enhanced State Space Model for Point Cloud Classification | May 16, 2025 | Long-range modelingMamba | CodeCode Available | 0 | 5 |
| GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model | Mar 23, 2025 | Anomaly DetectionDrug Discovery | CodeCode Available | 0 | 5 |
| MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation | May 24, 2024 | Computational EfficiencyLesion Segmentation | CodeCode Available | 0 | 5 |
| Newton-based maximum likelihood estimation in nonlinear state space models | Feb 12, 2015 | parameter estimationState Space Models | CodeCode Available | 0 | 5 |
| Getting Started with Particle Metropolis-Hastings for Inference in Nonlinear Dynamical Models | Nov 5, 2015 | State Space Models | CodeCode Available | 0 | 5 |
| Modeling Time-Variant Responses of Optical Compressors with Selective State Space Models | Aug 22, 2024 | State Space Models | CodeCode Available | 0 | 5 |
| Meta-State-Space Learning: An Identification Approach for Stochastic Dynamical Systems | Jul 13, 2023 | State Space Models | CodeCode Available | 0 | 5 |
| Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba | Jun 22, 2025 | Mambaparameter-efficient fine-tuning | CodeCode Available | 0 | 5 |
| Online Variational Sequential Monte Carlo | Dec 19, 2023 | parameter estimationState Space Models | CodeCode Available | 0 | 5 |
| MambaRecon: MRI Reconstruction with Structured State Space Models | Sep 19, 2024 | MambaMRI Reconstruction | CodeCode Available | 0 | 5 |
| Mamba-UIE: Enhancing Underwater Images with Physical Model Constraint | Jul 27, 2024 | Image EnhancementMamba | CodeCode Available | 0 | 5 |
| Free Parametrization of L2-bounded State Space Models | Mar 31, 2025 | Computational EfficiencyState Space Models | CodeCode Available | 0 | 5 |
| Free-Form Variational Inference for Gaussian Process State-Space Models | Feb 20, 2023 | FormState Space Models | CodeCode Available | 0 | 5 |
| MambaFoley: Foley Sound Generation using Selective State-Space Models | Sep 13, 2024 | DenoisingMamba | CodeCode Available | 0 | 5 |
| fMRI-S4: learning short- and long-range dynamic fMRI dependencies using 1D Convolutions and State Space Models | Aug 8, 2022 | BenchmarkingState Space Models | CodeCode Available | 0 | 5 |
| Long Range Language Modeling via Gated State Spaces | Jun 27, 2022 | ArticlesLanguage Modeling | CodeCode Available | 0 | 5 |
| Lossless compression with state space models using bits back coding | Mar 18, 2021 | State Space ModelsTime Series | CodeCode Available | 0 | 5 |
| LTL Verification of Memoryful Neural Agents | Mar 4, 2025 | State Space Models | CodeCode Available | 0 | 5 |
| Attentive State-Space Modeling of Disease Progression | Dec 1, 2019 | Predicting Patient OutcomesState Space Models | CodeCode Available | 0 | 5 |
| Learning to Dissipate Energy in Oscillatory State-Space Models | May 17, 2025 | State Space Models | CodeCode Available | 0 | 5 |
| Factored Latent-Dynamic Conditional Random Fields for Single and Multi-label Sequence Modeling | Nov 9, 2019 | GPUModel Selection | CodeCode Available | 0 | 5 |
| Likelihood-Free Inference in State-Space Models with Unknown Dynamics | Nov 2, 2021 | State Space Models | CodeCode Available | 0 | 5 |
| Linear Variational State-Space Filtering | Jan 4, 2022 | State Space Models | CodeCode Available | 0 | 5 |
| On Provable Length and Compositional Generalization | Feb 7, 2024 | DiversityOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning | Dec 24, 2024 | Graph EmbeddingGraph Learning | —Unverified | 0 | 0 |
| Exploring Applications of State Space Models and Advanced Training Techniques in Sequential Recommendations: A Comparative Study on Efficiency and Performance | Aug 10, 2024 | Recommendation SystemsState Space Models | —Unverified | 0 | 0 |
| Explicit Port-Hamiltonian FEM-Models for Linear Mechanical Systems with Non-Uniform Boundary Conditions | Oct 29, 2021 | State Space Models | —Unverified | 0 | 0 |
| Explainable Genetic Inheritance Pattern Prediction | Dec 1, 2018 | Causal InferencePrediction | —Unverified | 0 | 0 |
| Computationally efficient predictive control based on ANN state-space models | Mar 30, 2023 | Model Predictive ControlState Space Models | —Unverified | 0 | 0 |
| Experimental assessment of polynomial nonlinear state-space and nonlinear-mode models for near-resonant vibrations | Nov 17, 2020 | Cantilever BeamState Space Models | —Unverified | 0 | 0 |
| Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models | Dec 17, 2024 | RetrievalState Space Models | —Unverified | 0 | 0 |
| Computationally Efficient Bayesian Learning of Gaussian Process State Space Models | Jun 7, 2015 | Gaussian ProcessesState Space Models | —Unverified | 0 | 0 |
