| LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling | May 27, 2024 | DecoderMamba | CodeCode Available | 1 |
| Deciphering Movement: Unified Trajectory Generation Model for Multi-Agent | May 27, 2024 | ImputationMamba | CodeCode Available | 1 |
| Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation | May 26, 2024 | Mamba | CodeCode Available | 1 |
| UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation | May 25, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images | May 13, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation | May 5, 2024 | Lesion SegmentationMamba | CodeCode Available | 1 |
| Spectral-Spatial Mamba for Hyperspectral Image Classification | Apr 29, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models | Apr 23, 2024 | ClassificationDenoising | CodeCode Available | 1 |
| nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation | Apr 15, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 |
| The Illusion of State in State-Space Models | Apr 12, 2024 | MambaState Space Models | CodeCode Available | 1 |
| DGMamba: Domain Generalization via Generalized State Space Model | Apr 11, 2024 | Domain GeneralizationMamba | CodeCode Available | 1 |
| Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos | Apr 11, 2024 | Action RecognitionAction Recognition In Videos | CodeCode Available | 1 |
| Does Transformer Interpretability Transfer to RNNs? | Apr 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Locating and Editing Factual Associations in Mamba | Apr 4, 2024 | MambaModel Editing | CodeCode Available | 1 |
| Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces | Mar 29, 2024 | Decision MakingMamba | CodeCode Available | 1 |
| RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of Transformers | Mar 27, 2024 | BenchmarkingDocument Ranking | CodeCode Available | 1 |
| ReMamber: Referring Image Segmentation with Mamba Twister | Mar 26, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis | Mar 26, 2024 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| State Space Models as Foundation Models: A Control Theoretic Overview | Mar 25, 2024 | MambaState Space Models | CodeCode Available | 1 |
| Proprioception Is All You Need: Terrain Classification for Boreal Forests | Mar 25, 2024 | AllAutonomous Navigation | CodeCode Available | 1 |
| Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation | Mar 25, 2024 | 2kMamba | CodeCode Available | 1 |
| MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning | Mar 14, 2024 | Efficient ExplorationMamba | CodeCode Available | 1 |
| Activating Wider Areas in Image Super-Resolution | Mar 13, 2024 | Image Super-ResolutionMamba | CodeCode Available | 1 |
| MD-Dose: A diffusion model based on the Mamba for radiation dose prediction | Mar 13, 2024 | DenoisingMamba | CodeCode Available | 1 |
| SSM Meets Video Diffusion Models: Efficient Long-Term Video Generation with Structured State Spaces | Mar 12, 2024 | GPUImage Generation | CodeCode Available | 1 |
| ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes | Mar 9, 2024 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models | Mar 8, 2024 | MambaMultiple Instance Learning | CodeCode Available | 1 |
| Theoretical Foundations of Deep Selective State-Space Models | Feb 29, 2024 | MambaState Space Models | CodeCode Available | 1 |
| Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference | Feb 28, 2024 | MambaTime Series | CodeCode Available | 1 |
| Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling | Feb 15, 2024 | MambaPrediction | CodeCode Available | 1 |
| Is Mamba Capable of In-Context Learning? | Feb 5, 2024 | AutoMLIn-Context Learning | CodeCode Available | 1 |
| MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection | Jan 18, 2024 | Mambaobject-detection | CodeCode Available | 1 |
| MambaTab: A Plug-and-Play Model for Learning Tabular Data | Jan 16, 2024 | ClassificationMamba | CodeCode Available | 1 |
| Gated Linear Attention Transformers with Hardware-Efficient Training | Dec 11, 2023 | 2kLanguage Modeling | CodeCode Available | 1 |
| Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples | Jul 27, 2023 | MambaMultiple Instance Learning | CodeCode Available | 1 |
| Scalable Multi-Agent Model-Based Reinforcement Learning | May 25, 2022 | Mambamodel | CodeCode Available | 1 |
| Unified Medical Image Segmentation with State Space Modeling Snake | Jul 17, 2025 | Image SegmentationMamba | —Unverified | 0 |
| A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains | Jul 17, 2025 | Action RecognitionHand-Object Interaction Detection | —Unverified | 0 |
| MVNet: Hyperspectral Remote Sensing Image Classification Based on Hybrid Mamba-Transformer Vision Backbone Architecture | Jul 6, 2025 | Computational EfficiencyHyperspectral Image Classification | CodeCode Available | 0 |
| Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting | Jul 4, 2025 | Magnetic Resonance FingerprintingMamba | —Unverified | 0 |
| Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation | Jul 2, 2025 | MambaSegmentation | CodeCode Available | 0 |
| MDPG: Multi-domain Diffusion Prior Guidance for MRI Reconstruction | Jun 30, 2025 | MambaMRI Reconstruction | CodeCode Available | 0 |
| StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning | Jun 26, 2025 | MambaRepresentation Learning | —Unverified | 0 |
| EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis | Jun 25, 2025 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| JCAPT: A Joint Modeling Approach for CAPT | Jun 24, 2025 | Mamba | —Unverified | 0 |
| FlightKooba: A Fast Interpretable FTP Model | Jun 24, 2025 | Mambamodel | —Unverified | 0 |
| Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba | Jun 22, 2025 | Mambaparameter-efficient fine-tuning | CodeCode Available | 0 |
| VMRA-MaR: An Asymmetry-Aware Temporal Framework for Longitudinal Breast Cancer Risk Prediction | Jun 20, 2025 | Mamba | CodeCode Available | 0 |
| State-Space Models in Efficient Whispered and Multi-dialect Speech Recognition | Jun 20, 2025 | Automatic Speech RecognitionDiversity | —Unverified | 0 |
| EDNet: A Distortion-Agnostic Speech Enhancement Framework with Gating Mamba Mechanism and Phase Shift-Invariant Training | Jun 19, 2025 | Bandwidth ExtensionDenoising | —Unverified | 0 |