| vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual Recognition | Mar 27, 2025 | Computational EfficiencyLong-range modeling | CodeCode Available | 0 |
| MambaFoley: Foley Sound Generation using Selective State-Space Models | Sep 13, 2024 | DenoisingMamba | CodeCode Available | 0 |
| Ensemble transport smoothing. Part II: Nonlinear updates | Oct 31, 2022 | Bayesian InferenceState Space Models | CodeCode Available | 0 |
| Causal Discovery of Macroeconomic State-Space Models | Apr 5, 2022 | Causal DiscoveryState Space Models | CodeCode Available | 0 |
| BarcodeMamba: State Space Models for Biodiversity Analysis | Dec 15, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Auxiliary MCMC and particle Gibbs samplers for parallelisable inference in latent dynamical systems | Mar 1, 2023 | State Space Models | CodeCode Available | 0 |
| LTL Verification of Memoryful Neural Agents | Mar 4, 2025 | State Space Models | CodeCode Available | 0 |
| ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation | May 30, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| The α-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance | Feb 7, 2025 | ImputationMamba | CodeCode Available | 0 |
| Unsupervised multimodal modeling of cognitive and brain health trajectories for early dementia prediction | May 10, 2024 | State Space ModelsTrajectory Modeling | CodeCode Available | 0 |
| Attentive State-Space Modeling of Disease Progression | Dec 1, 2019 | Predicting Patient OutcomesState Space Models | CodeCode Available | 0 |
| Ensemble transport smoothing. Part I: Unified framework | Oct 31, 2022 | Bayesian InferenceComputational Efficiency | CodeCode Available | 0 |
| A SSM is Polymerized from Multivariate Time Series | Sep 30, 2024 | MambaState Space Models | CodeCode Available | 0 |
| CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement | Feb 19, 2025 | cross-modal alignmentFairness | CodeCode Available | 0 |
| Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling | Sep 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| 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 |
| The Implicit Bias of Structured State Space Models Can Be Poisoned With Clean Labels | Oct 14, 2024 | State Space Models | CodeCode Available | 0 |
| The Level Set Kalman Filter for State Estimation of Continuous-discrete Systems | Mar 20, 2021 | State EstimationState Space Models | CodeCode Available | 0 |
| Lossless compression with state space models using bits back coding | Mar 18, 2021 | State Space ModelsTime Series | CodeCode Available | 0 |
| Long Range Language Modeling via Gated State Spaces | Jun 27, 2022 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| Linear Variational State-Space Filtering | Jan 4, 2022 | State Space Models | CodeCode Available | 0 |
| The Ordered Matrix Dirichlet for State-Space Models | Dec 8, 2022 | State Space Models | CodeCode Available | 0 |
| Likelihood-Free Inference in State-Space Models with Unknown Dynamics | Nov 2, 2021 | State Space Models | CodeCode Available | 0 |
| Learning to Dissipate Energy in Oscillatory State-Space Models | May 17, 2025 | State Space Models | CodeCode Available | 0 |
| SIXO: Smoothing Inference with Twisted Objectives | Jun 13, 2022 | Density Ratio EstimationState Space Models | CodeCode Available | 0 |