| 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 |
