| Mamba State-Space Models Are Lyapunov-Stable Learners | May 31, 2024 | In-Context LearningMamba | —Unverified | 0 | 0 |
| MambaStyle: Efficient StyleGAN Inversion for Real Image Editing with State-Space Models | May 6, 2025 | Computational EfficiencyState Space Models | —Unverified | 0 | 0 |
| Efficient learning of hidden state LTI state space models of unknown order | Feb 3, 2022 | State Space Models | —Unverified | 0 | 0 |
| Efficient Image Compression Using Advanced State Space Models | Sep 4, 2024 | Computational EfficiencyImage Compression | —Unverified | 0 | 0 |
| MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model | Aug 17, 2024 | Mambamotion prediction | —Unverified | 0 | 0 |
| MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling | Jan 25, 2025 | MambaPoint Cloud Completion | —Unverified | 0 | 0 |
| Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning | Apr 15, 2025 | Knowledge DistillationLanguage Modeling | —Unverified | 0 | 0 |
| TRIS-HAR: Transmissive Reconfigurable Intelligent Surfaces-assisted Cognitive Wireless Human Activity Recognition Using State Space Models | Oct 3, 2024 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| Efficient Estimation of State-Space Mixed-Frequency VARs: A Precision-Based Approach | Dec 21, 2021 | State Space Models | —Unverified | 0 | 0 |
| MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking | Nov 13, 2024 | Inductive BiasLong-range modeling | —Unverified | 0 | 0 |
| Efficient Estimation of Compressible State-Space Models with Application to Calcium Signal Deconvolution | Oct 20, 2016 | compressed sensingState Estimation | —Unverified | 0 | 0 |
| EEG-SSM: Leveraging State-Space Model for Dementia Detection | Jul 25, 2024 | EEGState Space Models | —Unverified | 0 | 0 |
| EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification | Jul 20, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling | Feb 25, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Marconi: Prefix Caching for the Era of Hybrid LLMs | Nov 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Marginalized particle Gibbs for multiple state-space models coupled through shared parameters | Oct 13, 2022 | Bayesian InferenceState Space Models | —Unverified | 0 | 0 |
| Learning Time-Varying Multi-Region Communications via Scalable Markovian Gaussian Processes | Jun 29, 2024 | Gaussian ProcessesState Space Models | —Unverified | 0 | 0 |
| EDmamba: A Simple yet Effective Event Denoising Method with State Space Model | May 8, 2025 | DenoisingMamba | —Unverified | 0 | 0 |
| Mathematical Formalism for Memory Compression in Selective State Space Models | Oct 4, 2024 | State Space ModelsTime Series Forecasting | —Unverified | 0 | 0 |
| EDCSSM: Edge Detection with Convolutional State Space Model | Sep 3, 2024 | Edge DetectionMemorization | —Unverified | 0 | 0 |
| Maximum likelihood recursive state estimation in state-space models: A new approach based on statistical analysis of incomplete data | Nov 9, 2022 | State EstimationState Space Models | —Unverified | 0 | 0 |
| Maximum likelihood smoothing estimation in state-space models: An incomplete-information based approach | Mar 29, 2023 | State Space Models | —Unverified | 0 | 0 |
| Mechanistic evaluation of Transformers and state space models | May 21, 2025 | Language ModellingMamba | —Unverified | 0 | 0 |
| EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis | Jun 25, 2025 | Image SegmentationLesion Segmentation | —Unverified | 0 | 0 |
| DynaNet: Neural Kalman Dynamical Model for Motion Estimation and Prediction | Aug 11, 2019 | Motion EstimationSensor Fusion | —Unverified | 0 | 0 |