| MambaStyle: Efficient StyleGAN Inversion for Real Image Editing with State-Space Models | May 6, 2025 | Computational EfficiencyState Space Models | —Unverified | 0 |
| In-Context Learning for Gradient-Free Receiver Adaptation: Principles, Applications, and Theory | Jun 18, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Learning of state-space models with highly informative observations: a tempered Sequential Monte Carlo solution | Feb 6, 2017 | State Space Models | —Unverified | 0 |
| CodeSSM: Towards State Space Models for Code Understanding | May 2, 2025 | Clone DetectionLanguage Modeling | —Unverified | 0 |
| Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach | Apr 19, 2022 | State Space Models | —Unverified | 0 |
| Learning Sequential Kinematic Models from Demonstrations for Multi-Jointed Articulated Objects | May 9, 2025 | State EstimationState Space Models | —Unverified | 0 |
| In-Context Learned Equalization in Cell-Free Massive MIMO via State-Space Models | Oct 31, 2024 | In-Context LearningState Space Models | —Unverified | 0 |
| Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks | Nov 23, 2024 | State Space Models | —Unverified | 0 |
| EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis | Jun 25, 2025 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Learning to Filter with Predictive State Inference Machines | Dec 30, 2015 | State Space Models | —Unverified | 0 |
| Learning World Models With Hierarchical Temporal Abstractions: A Probabilistic Perspective | Apr 24, 2024 | State Space Models | —Unverified | 0 |
| Length independent generalization bounds for deep SSM architectures | May 30, 2024 | Generalization BoundsState Space Models | —Unverified | 0 |
| Leveraging State Space Models in Long Range Genomics | Apr 7, 2025 | BenchmarkingGPU | —Unverified | 0 |
| LFMamba: Light Field Image Super-Resolution with State Space Model | Jun 18, 2024 | Image Super-ResolutionMamba | —Unverified | 0 |
| IMSSA: Deploying modern state-space models on memristive in-memory compute hardware | Dec 28, 2024 | GPUQuantization | —Unverified | 0 |
| A physics-based domain adaptation framework for modelling and forecasting building energy systems | Aug 19, 2022 | Domain Adaptationenergy management | —Unverified | 0 |
| Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory | May 26, 2024 | State Space Models | —Unverified | 0 |
| Improving the Diagnosis of Psychiatric Disorders with Self-Supervised Graph State Space Models | Jun 7, 2022 | DiagnosticPrediction | —Unverified | 0 |
| Improving inference for nonlinear state-space models of animal population dynamics given biased sequential life stage data | Sep 19, 2019 | State Space Models | —Unverified | 0 |
| Improved Initialization of State-Space Artificial Neural Networks | Mar 26, 2021 | State Space Models | —Unverified | 0 |
| Importance sampling for online variational learning | Feb 5, 2024 | State Space Models | —Unverified | 0 |
| EEG-SSM: Leveraging State-Space Model for Dementia Detection | Jul 25, 2024 | EEGState Space Models | —Unverified | 0 |
| Beta DVBF: Learning State-Space Models for Control from High Dimensional Observations | Nov 2, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Adaptive State-Space Mamba for Real-Time Sensor Data Anomaly Detection | Mar 26, 2025 | Anomaly DetectionMamba | —Unverified | 0 |
| MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling | Jan 25, 2025 | MambaPoint Cloud Completion | —Unverified | 0 |
| Impedance-based Root-cause Analysis: Comparative Study of Impedance Models and Calculation of Eigenvalue Sensitivity | Apr 4, 2022 | SensitivityState Space Models | —Unverified | 0 |
| Differentiable Particle Filtering using Optimal Placement Resampling | Feb 26, 2024 | parameter estimationState Space Models | —Unverified | 0 |
| Differentiable Bootstrap Particle Filters for Regime-Switching Models | Feb 20, 2023 | State Space Models | —Unverified | 0 |
| MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection | Jun 4, 2025 | MambaNovel Object Detection | —Unverified | 0 |
| IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification | Oct 7, 2024 | Computational EfficiencyHyperspectral Image Classification | —Unverified | 0 |
| A Normal Variance Mixture Model for Robust Kalman Filtering | Feb 25, 2025 | State Space Models | —Unverified | 0 |
| Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting | Jul 4, 2025 | Magnetic Resonance FingerprintingMamba | —Unverified | 0 |
| Identification of jump Markov linear models using particle filters | Sep 25, 2014 | State Space Models | —Unverified | 0 |
| Efficient Image Compression Using Advanced State Space Models | Sep 4, 2024 | Computational EfficiencyImage Compression | —Unverified | 0 |
| LongSSM: On the Length Extension of State-space Models in Language Modelling | Jun 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory | Apr 17, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing | Nov 29, 2024 | AllForm | —Unverified | 0 |
| LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing | Jun 17, 2025 | ARCCoLA | —Unverified | 0 |
| Identification of Gaussian Process State Space Models | May 30, 2017 | State EstimationState Space Models | —Unverified | 0 |
| PhysMamba: State Space Duality Model for Remote Physiological Measurement | Aug 2, 2024 | State Space Models | —Unverified | 0 |
| Identification of Gaussian Process State-Space Models with Particle Stochastic Approximation EM | Dec 17, 2013 | State Space Models | —Unverified | 0 |
| Machine Learning Models for Dengue Forecasting in Singapore | Jun 29, 2024 | State Space Models | —Unverified | 0 |
| Hymba: A Hybrid-head Architecture for Small Language Models | Nov 20, 2024 | State Space Models | —Unverified | 0 |
| Demystifying the Token Dynamics of Deep Selective State Space Models | Oct 4, 2024 | MambaState Space Models | —Unverified | 0 |
| HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model | Feb 15, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Demystifying excessively volatile human learning: A Bayesian persistent prior and a neural approximation | Dec 1, 2018 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC | Jun 12, 2013 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Delay Embedding Theory of Neural Sequence Models | Jun 17, 2024 | Inductive BiasState Space Models | —Unverified | 0 |
| HumMUSS: Human Motion Understanding using State Space Models | Apr 16, 2024 | Action RecognitionPose Estimation | —Unverified | 0 |
| HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion | May 27, 2025 | DecoderDepth Completion | —Unverified | 0 |