| Neuron's Eye View: Inferring Features of Complex Stimuli from Neural Responses | Dec 4, 2015 | Bayesian InferenceState Space Models | CodeCode Available | 0 |
| A dynamic factor model approach to incorporate Big Data in state space models for official statistics | Jan 31, 2019 | State Space Models | CodeCode Available | 0 |
| Structured Inference Networks for Nonlinear State Space Models | Sep 30, 2016 | Multivariate Time Series ForecastingState Space Models | CodeCode Available | 0 |
| Neural State-Space Models: Empirical Evaluation of Uncertainty Quantification | Apr 13, 2023 | Deep LearningState Space Models | CodeCode Available | 0 |
| Neural State-Space Modeling with Latent Causal-Effect Disentanglement | Sep 26, 2022 | DisentanglementState Space Models | CodeCode Available | 0 |
| S4ConvD: Adaptive Scaling and Frequency Adjustment for Energy-Efficient Sensor Networks in Smart Buildings | Feb 28, 2025 | GPUState Space Models | CodeCode Available | 0 |
| Structured State Space Model Dynamics and Parametrization for Spiking Neural Networks | Jun 4, 2025 | speech-recognitionSpeech Recognition | CodeCode Available | 0 |
| Multilingual State Space Models for Structured Question Answering in Indic Languages | Feb 1, 2025 | Answer GenerationDiversity | CodeCode Available | 0 |
| Structured state-space models are deep Wiener models | Dec 11, 2023 | State Space Models | CodeCode Available | 0 |
| 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 |
| Factored Latent-Dynamic Conditional Random Fields for Single and Multi-label Sequence Modeling | Nov 9, 2019 | GPUModel Selection | CodeCode Available | 0 |
| Adversarial Transform Particle Filters | Feb 10, 2025 | Generalization BoundsState Space Models | CodeCode Available | 0 |
| MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation | May 24, 2024 | Computational EfficiencyLesion Segmentation | CodeCode Available | 0 |
| Modeling Time-Variant Responses of Optical Compressors with Selective State Space Models | Aug 22, 2024 | State Space Models | CodeCode Available | 0 |
| Structured Variational Inference in Unstable Gaussian Process State Space Models | Jul 16, 2019 | Gaussian ProcessesState Space Models | CodeCode Available | 0 |
| SatMamba: Development of Foundation Models for Remote Sensing Imagery Using State Space Models | Feb 1, 2025 | Earth ObservationState Space Models | CodeCode Available | 0 |
| The Neural Moving Average Model for Scalable Variational Inference of State Space Models | Oct 2, 2019 | Bayesian InferenceNormalising Flows | CodeCode Available | 0 |
| Bayesian optimisation for fast approximate inference in state-space models with intractable likelihoods | Jun 23, 2015 | Bayesian OptimisationState Space Models | CodeCode Available | 0 |
| Cheap and Deterministic Inference for Deep State-Space Models of Interacting Dynamical Systems | May 2, 2023 | Autonomous DrivingState Space Models | CodeCode Available | 0 |
| Meta-State-Space Learning: An Identification Approach for Stochastic Dynamical Systems | Jul 13, 2023 | State Space Models | CodeCode Available | 0 |
| Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba | Jun 22, 2025 | Mambaparameter-efficient fine-tuning | CodeCode Available | 0 |
| Understanding Robustness of Visual State Space Models for Image Classification | Mar 16, 2024 | Adversarial Robustnessimage-classification | CodeCode Available | 0 |
| Mamba-UIE: Enhancing Underwater Images with Physical Model Constraint | Jul 27, 2024 | Image EnhancementMamba | CodeCode Available | 0 |
| Understanding the differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks | May 24, 2024 | State Space Models | CodeCode Available | 0 |
| MambaRecon: MRI Reconstruction with Structured State Space Models | Sep 19, 2024 | MambaMRI Reconstruction | CodeCode Available | 0 |
