| MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion | Apr 12, 2024 | Image ReconstructionMamba | CodeCode Available | 2 |
| MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object Detection | Jul 6, 2025 | 3D Object DetectionAttribute | CodeCode Available | 2 |
| MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation | Aug 25, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation | Aug 21, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| Audio Mamba: Bidirectional State Space Model for Audio Representation Learning | Jun 5, 2024 | Audio ClassificationClassification | CodeCode Available | 2 |
| Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers | Jul 13, 2024 | MambaState Space Models | CodeCode Available | 2 |
| I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling | May 22, 2024 | Image GenerationMamba | CodeCode Available | 2 |
| DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention | May 28, 2024 | GPUMamba | CodeCode Available | 2 |
| A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration and Beyond | Oct 3, 2024 | MambaMedical Image Analysis | CodeCode Available | 2 |
| Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation | Mar 27, 2024 | MambaSpeech Separation | CodeCode Available | 2 |
