| SatMamba: Development of Foundation Models for Remote Sensing Imagery Using State Space Models | Feb 1, 2025 | Earth ObservationState Space Models | CodeCode Available | 0 | 5 |
| The Neural Moving Average Model for Scalable Variational Inference of State Space Models | Oct 2, 2019 | Bayesian InferenceNormalising Flows | CodeCode Available | 0 | 5 |
| S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces | Oct 12, 2022 | Inductive BiasState Space Models | CodeCode Available | 0 | 5 |
| A Factor Graph Approach to Automated Design of Bayesian Signal Processing Algorithms | Nov 8, 2018 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 | 5 |
| S4ConvD: Adaptive Scaling and Frequency Adjustment for Energy-Efficient Sensor Networks in Smart Buildings | Feb 28, 2025 | GPUState Space Models | CodeCode Available | 0 | 5 |
| Revealing and Mitigating the Local Pattern Shortcuts of Mamba | Oct 21, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts | Sep 9, 2024 | In-Context LearningState Space Models | CodeCode Available | 0 | 5 |
| Relative representations for cognitive graphs | Sep 9, 2023 | State Space Models | CodeCode Available | 0 | 5 |
| CoMamba: Real-time Cooperative Perception Unlocked with State Space Models | Sep 16, 2024 | Autonomous Drivingobject-detection | CodeCode Available | 0 | 5 |
| Ensemble transport smoothing. Part II: Nonlinear updates | Oct 31, 2022 | Bayesian InferenceState Space Models | CodeCode Available | 0 | 5 |
| Regret-Optimal Filtering for Prediction and Estimation | Jan 25, 2021 | PredictionState Space Models | CodeCode Available | 0 | 5 |
| Ensemble transport smoothing. Part I: Unified framework | Oct 31, 2022 | Bayesian InferenceComputational Efficiency | CodeCode Available | 0 | 5 |
| Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman Filter | Oct 17, 2020 | DiversityState Space Models | CodeCode Available | 0 | 5 |
| Enhancing data-limited assessments with random effects: A case study on Korea chub mackerel (Scomber japonicus) | Dec 4, 2023 | State Space Models | CodeCode Available | 0 | 5 |
| Recurrent neural networks: vanishing and exploding gradients are not the end of the story | May 31, 2024 | State Space Models | CodeCode Available | 0 | 5 |
| Recurrent Neural Processes | Jun 13, 2019 | Gaussian ProcessesState Space Models | CodeCode Available | 0 | 5 |
| Enhanced SMC^2: Leveraging Gradient Information from Differentiable Particle Filters Within Langevin Proposals | Jul 24, 2024 | State Space Models | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Recurrent Neural Filters: Learning Independent Bayesian Filtering Steps for Time Series Prediction | Jan 23, 2019 | State Space ModelsTime Series | CodeCode Available | 0 | 5 |
| Emergence of the Primacy Effect in Structured State-Space Models | Feb 19, 2025 | State Space Models | CodeCode Available | 0 | 5 |
| Quasi-Newton particle Metropolis-Hastings | Feb 12, 2015 | State Space Models | CodeCode Available | 0 | 5 |
| ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation | May 30, 2025 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Quantifying Robustness: A Benchmarking Framework for Deep Learning Forecasting in Cyber-Physical Systems | Apr 4, 2025 | BenchmarkingModel Selection | CodeCode Available | 0 | 5 |
| Cheap and Deterministic Inference for Deep State-Space Models of Interacting Dynamical Systems | May 2, 2023 | Autonomous DrivingState Space Models | CodeCode Available | 0 | 5 |
| A SSM is Polymerized from Multivariate Time Series | Sep 30, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| RD-UIE: Relation-Driven State Space Modeling for Underwater Image Enhancement | May 2, 2025 | Image EnhancementMamba | CodeCode Available | 0 | 5 |
| Regime Learning for Differentiable Particle Filters | May 8, 2024 | State Space Models | CodeCode Available | 0 | 5 |
| Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics | Aug 29, 2024 | Brain Computer InterfaceState Space Models | CodeCode Available | 0 | 5 |
| Adversarial Transform Particle Filters | Feb 10, 2025 | Generalization BoundsState Space Models | CodeCode Available | 0 | 5 |
| Probabilistic sequential matrix factorization | Oct 9, 2019 | ImputationMultivariate Time Series Forecasting | CodeCode Available | 0 | 5 |
| Causal Discovery of Macroeconomic State-Space Models | Apr 5, 2022 | Causal DiscoveryState Space Models | CodeCode Available | 0 | 5 |
| Precision Spatio-Temporal Feature Fusion for Robust Remote Sensing Change Detection | Jul 15, 2025 | Change DetectionState Space Models | CodeCode Available | 0 | 5 |
| PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model | Aug 24, 2024 | DenoisingDomain Generalization | CodeCode Available | 0 | 5 |
| A Separable Self-attention Inspired by the State Space Model for Computer Vision | Jan 3, 2025 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Provable Benefits of Complex Parameterizations for Structured State Space Models | Oct 17, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement | Feb 19, 2025 | cross-modal alignmentFairness | CodeCode Available | 0 | 5 |
| PixelBytes: Catching Unified Representation for Multimodal Generation | Sep 16, 2024 | Mambamultimodal generation | CodeCode Available | 0 | 5 |
| A scalable generative model for dynamical system reconstruction from neuroimaging data | Nov 5, 2024 | State Space ModelsTime Series | CodeCode Available | 0 | 5 |
| Perspectives: Comparison of Deep Learning Segmentation Models on Biophysical and Biomedical Data | Aug 14, 2024 | Deep Learningfeature selection | CodeCode Available | 0 | 5 |
| PixelBytes: Catching Unified Embedding for Multimodal Generation | Sep 3, 2024 | Mambamultimodal generation | CodeCode Available | 0 | 5 |
| Q-S5: Towards Quantized State Space Models | Jun 13, 2024 | Computational EfficiencyQuantization | CodeCode Available | 0 | 5 |
| EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation | Jun 4, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 | 5 |
| Parallelizing Linear Transformers with the Delta Rule over Sequence Length | Jun 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Outlier-Insensitive Kalman Filtering Using NUV Priors | Oct 12, 2022 | State Space Models | CodeCode Available | 0 | 5 |
| Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach | Jul 14, 2025 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Dynamic Bayesian Learning for Spatiotemporal Mechanistic Models | Aug 12, 2022 | Gaussian Processesregression | CodeCode Available | 0 | 5 |
| Optimal Sensor Scheduling and Selection for Continuous-Discrete Kalman Filtering with Auxiliary Dynamics | Jul 15, 2025 | SchedulingState Space Models | CodeCode Available | 0 | 5 |
| Parameter elimination in particle Gibbs sampling | Oct 30, 2019 | Bayesian InferenceEpidemiology | CodeCode Available | 0 | 5 |
| Dynamical similarity analysis can identify compositional dynamics developing in RNNs | Oct 31, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| Online Variational Sequential Monte Carlo | Dec 19, 2023 | parameter estimationState Space Models | CodeCode Available | 0 | 5 |
