| MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion during Ultrasound-Guided Aspiration Biopsy | May 14, 2025 | DiagnosticDiversity | —Unverified | 0 |
| Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-Net | May 14, 2025 | EEGMamba | CodeCode Available | 0 |
| HMamba: Hyperbolic Mamba for Sequential Recommendation | May 14, 2025 | MambaRecommendation Systems | —Unverified | 0 |
| Block-Biased Mamba for Long-Range Sequence Processing | May 13, 2025 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization | May 13, 2025 | DecoderInformation Retrieval | CodeCode Available | 0 |
| Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments | May 13, 2025 | MambaState Space Models | —Unverified | 0 |
| ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tracking | May 13, 2025 | DiversityMamba | CodeCode Available | 1 |
| SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models | May 13, 2025 | MambaMultivariate Time Series Forecasting | —Unverified | 0 |
| ABS-Mamba: SAM2-Driven Bidirectional Spiral Mamba Network for Medical Image Translation | May 12, 2025 | DiagnosticMamba | CodeCode Available | 0 |
| SmartUT: Receive Beamforming for Spectral Coexistence of NGSO Satellite Systems | May 12, 2025 | Mamba | —Unverified | 0 |
| Overflow Prevention Enhances Long-Context Recurrent LLMs | May 12, 2025 | Mamba | CodeCode Available | 1 |
| Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and Efficiency | May 10, 2025 | Computational EfficiencyIn-Context Learning | CodeCode Available | 0 |
| Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation | May 9, 2025 | MambaSegmentation | —Unverified | 0 |
| EDmamba: A Simple yet Effective Event Denoising Method with State Space Model | May 8, 2025 | DenoisingMamba | —Unverified | 0 |
| PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model | May 8, 2025 | 3D Object DetectionMamba | —Unverified | 0 |
| PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining | May 8, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| Cross-organ all-in-one parallel compressed sensing magnetic resonance imaging | May 7, 2025 | Allcompressed sensing | CodeCode Available | 0 |
| M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation | May 7, 2025 | MambaRecommendation Systems | —Unverified | 0 |
| WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing | May 7, 2025 | Image DehazingMamba | CodeCode Available | 1 |
| SMMT: Siamese Motion Mamba with Self-attention for Thermal Infrared Target Tracking | May 7, 2025 | MambaObject Tracking | —Unverified | 0 |
| Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation | May 6, 2025 | Mamba | —Unverified | 0 |
| DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor | May 6, 2025 | MambaVideo Quality Assessment | —Unverified | 0 |
| Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation | May 6, 2025 | Image GenerationMamba | CodeCode Available | 1 |
| Text to Image Generation and Editing: A Survey | May 5, 2025 | Image GenerationMamba | —Unverified | 0 |
| Meta-Black-Box-Optimization through Offline Q-function Learning | May 4, 2025 | BenchmarkingMamba | CodeCode Available | 0 |
| Design description of Wisdom Computing Persperctive | May 2, 2025 | Mamba | —Unverified | 0 |
| LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment | May 2, 2025 | Autonomous DrivingComputational Efficiency | —Unverified | 0 |
| RD-UIE: Relation-Driven State Space Modeling for Underwater Image Enhancement | May 2, 2025 | Image EnhancementMamba | CodeCode Available | 0 |
| Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook | May 1, 2025 | BenchmarkingChange Detection | CodeCode Available | 2 |
| DYNAMAX: Dynamic computing for Transformers and Mamba based architectures | Apr 29, 2025 | MambaTriviaQA | —Unverified | 0 |
| ISDrama: Immersive Spatial Drama Generation through Multimodal Prompting | Apr 29, 2025 | Contrastive LearningMamba | —Unverified | 0 |
| RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement | Apr 25, 2025 | Image ReconstructionMamba | —Unverified | 0 |
| Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation | Apr 24, 2025 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| A Diff-Attention Aware State Space Fusion Model for Remote Sensing Classification | Apr 23, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement | Apr 22, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| Bidirectional Mamba for Single-Cell Data: Efficient Context Learning with Biological Fidelity | Apr 22, 2025 | Mamba | —Unverified | 0 |
| Observability conditions for neural state-space models with eigenvalues and their roots of unity | Apr 22, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| Instance-Adaptive Keypoint Learning with Local-to-Global Geometric Aggregation for Category-Level Object Pose Estimation | Apr 21, 2025 | MambaPose Estimation | —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 |
| Efficient Spiking Point Mamba for Point Cloud Analysis | Apr 19, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion Enhancement | Apr 18, 2025 | MambaRetinal Vessel Segmentation | CodeCode Available | 0 |
| U-Shape Mamba: State Space Model for faster diffusion | Apr 18, 2025 | DecoderImage Generation | CodeCode Available | 1 |
| WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba Diffusion | Apr 18, 2025 | Contrastive LearningDenoising | CodeCode Available | 1 |
| ACMamba: Fast Unsupervised Anomaly Detection via An Asymmetrical Consensus State Space Model | Apr 16, 2025 | Anomaly DetectionMamba | —Unverified | 0 |
| RadMamba: Efficient Human Activity Recognition through Radar-based Micro-Doppler-Oriented Mamba State-Space Model | Apr 16, 2025 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 1 |
| Change State Space Models for Remote Sensing Change Detection | Apr 15, 2025 | Change DetectionComputational Efficiency | CodeCode Available | 1 |
| An Efficient and Mixed Heterogeneous Model for Image Restoration | Apr 15, 2025 | Image RestorationMamba | CodeCode Available | 2 |
| Mamba-Based Ensemble learning for White Blood Cell Classification | Apr 15, 2025 | BenchmarkingClassification | CodeCode Available | 0 |
| Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution | Apr 14, 2025 | Image Super-ResolutionMamba | —Unverified | 0 |
| M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models | Apr 14, 2025 | MambaMath | CodeCode Available | 1 |