| Variational Nonlinear Kalman Filtering with Unknown Process Noise Covariance | May 6, 2023 | Bayesian InferenceState Estimation | —Unverified | 0 |
| Variational System Identification for Nonlinear State-Space Models | Dec 8, 2020 | parameter estimationState Space Models | —Unverified | 0 |
| Variational State and Parameter Estimation | Dec 14, 2020 | parameter estimationState Space Models | —Unverified | 0 |
| Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF | Jun 17, 2020 | Bayesian InferenceState Space Models | —Unverified | 0 |
| Variational Tracking and Prediction with Generative Disentangled State-Space Models | Oct 14, 2019 | Bayesian InferencePosition | —Unverified | 0 |
| Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba | Jun 24, 2024 | MambaState Space Models | —Unverified | 0 |
| Violina: Various-of-trajectories Identification of Linear Time-invariant Non-Markovian Dynamics | Sep 30, 2024 | State Space Models | —Unverified | 0 |
| Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans | Jun 9, 2024 | Computational EfficiencyEdge Classification | —Unverified | 0 |
| VL-Mamba: Exploring State Space Models for Multimodal Learning | Mar 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image | Apr 20, 2025 | 3D Interacting Hand Pose EstimationComputational Efficiency | —Unverified | 0 |
| V"Mean"ba: Visual State Space Models only need 1 hidden dimension | Dec 21, 2024 | image-classificationImage Classification | —Unverified | 0 |
| W4S4: WaLRUS Meets S4 for Long-Range Sequence Modeling | Jun 9, 2025 | State Space Models | —Unverified | 0 |
| WaLRUS: Wavelets for Long-range Representation Using SSMs | May 17, 2025 | DiversityMamba | —Unverified | 0 |
| Weighted Least-Squares PARSIM | May 7, 2024 | State Space Models | —Unverified | 0 |
| Weighted Null Space Fitting (WNSF): A Link between The Prediction Error Method and Subspace Identification | Nov 1, 2024 | State Space Models | —Unverified | 0 |
| What comes after transformers? -- A selective survey connecting ideas in deep learning | Aug 1, 2024 | Deep LearningState Space Models | —Unverified | 0 |
| Where is the signal in tokenization space? | Aug 16, 2024 | State Space Models | —Unverified | 0 |
| Why are state-space models more expressive than n-gram models? | Jun 20, 2023 | MambaMemorization | —Unverified | 0 |
| WSSM: Geographic-enhanced hierarchical state-space model for global station weather forecast | Jan 20, 2025 | MambaState Space Models | —Unverified | 0 |
| XYScanNet: A State Space Model for Single Image Deblurring | Dec 13, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Zebra-Llama: Towards Extremely Efficient Hybrid Models | May 22, 2025 | State Space Models | —Unverified | 0 |
| Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks | Nov 7, 2024 | Domain Adaptationimage-classification | —Unverified | 0 |
| Enhanced Structured State Space Models via Grouped FIR Filtering and Attention Sink Mechanisms | Aug 1, 2024 | MambaState Space Models | —Unverified | 0 |
| Probabilistic Transformer For Time Series Analysis | Dec 1, 2021 | Human motion predictionmotion prediction | —Unverified | 0 |
| Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation | Mar 25, 2025 | Image SegmentationKolmogorov-Arnold Networks | —Unverified | 0 |
| Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration | Mar 27, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| QMamba: Post-Training Quantization for Vision State Space Models | Jan 23, 2025 | QuantizationState Space Models | —Unverified | 0 |
| QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models | Jul 8, 2025 | Computational EfficiencyEdge-computing | —Unverified | 0 |
| Quantification of mismatch error in randomly switching linear state-space models | Dec 8, 2020 | State Space Models | —Unverified | 0 |
| Quantizing Small-Scale State-Space Models for Edge AI | Jun 14, 2025 | QuantizationState Space Models | —Unverified | 0 |
| Reachability Analysis of ARMAX Models | Sep 21, 2023 | State Space Modelsvalid | —Unverified | 0 |
| Probabilistic sequential matrix factorization | Oct 9, 2019 | ImputationMultivariate Time Series Forecasting | CodeCode Available | 0 |
| Variational Marginal Particle Filters | Sep 30, 2021 | State Space ModelsVariational Inference | CodeCode Available | 0 |
| DeMansia: Mamba Never Forgets Any Tokens | Aug 4, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Provable Benefits of Complex Parameterizations for Structured State Space Models | Oct 17, 2024 | MambaState Space Models | CodeCode Available | 0 |
| GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model | Mar 23, 2025 | Anomaly DetectionDrug Discovery | CodeCode Available | 0 |
| Deep Reinforcement Learning for Sepsis Treatment | Nov 27, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Factor Graph Approach to Automated Design of Bayesian Signal Processing Algorithms | Nov 8, 2018 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| Q-S5: Towards Quantized State Space Models | Jun 13, 2024 | Computational EfficiencyQuantization | CodeCode Available | 0 |
| Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics | Aug 29, 2024 | Brain Computer InterfaceState Space Models | CodeCode Available | 0 |
| Precision Spatio-Temporal Feature Fusion for Robust Remote Sensing Change Detection | Jul 15, 2025 | Change DetectionState Space Models | CodeCode Available | 0 |
| PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model | Aug 24, 2024 | DenoisingDomain Generalization | CodeCode Available | 0 |
| Getting Started with Particle Metropolis-Hastings for Inference in Nonlinear Dynamical Models | Nov 5, 2015 | State Space Models | CodeCode Available | 0 |
| Quantifying Robustness: A Benchmarking Framework for Deep Learning Forecasting in Cyber-Physical Systems | Apr 4, 2025 | BenchmarkingModel Selection | CodeCode Available | 0 |
| Variational quantization for state space models | Apr 17, 2024 | QuantizationState Space Models | CodeCode Available | 0 |
| Quasi-Newton particle Metropolis-Hastings | Feb 12, 2015 | State Space Models | CodeCode Available | 0 |
| PixelBytes: Catching Unified Representation for Multimodal Generation | Sep 16, 2024 | Mambamultimodal generation | CodeCode Available | 0 |
| PixelBytes: Catching Unified Embedding for Multimodal Generation | Sep 3, 2024 | Mambamultimodal generation | CodeCode Available | 0 |
| RD-UIE: Relation-Driven State Space Modeling for Underwater Image Enhancement | May 2, 2025 | Image EnhancementMamba | CodeCode Available | 0 |
| Free Parametrization of L2-bounded State Space Models | Mar 31, 2025 | Computational EfficiencyState Space Models | CodeCode Available | 0 |