| Mamba in Vision: A Comprehensive Survey of Techniques and Applications | Oct 4, 2024 | MambaState Space Models | CodeCode Available | 2 |
| Audio Mamba: Bidirectional State Space Model for Audio Representation Learning | Jun 5, 2024 | Audio ClassificationClassification | CodeCode Available | 2 |
| HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation | Aug 21, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation | Feb 18, 2025 | DecoderGPU | CodeCode Available | 2 |
| H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation | Mar 20, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 2 |
| Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model | May 23, 2024 | MambaState Space Models | CodeCode Available | 2 |
| DVMSR: Distillated Vision Mamba for Efficient Super-Resolution | May 5, 2024 | Image Super-ResolutionLong-range modeling | CodeCode Available | 2 |
| MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration | Jan 25, 2024 | Computed Tomography (CT)Image Registration | CodeCode Available | 2 |
| MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object Detection | Jul 6, 2025 | 3D Object DetectionAttribute | CodeCode Available | 2 |
| MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion | Apr 12, 2024 | Image ReconstructionMamba | CodeCode Available | 2 |
