| EHRMamba: Towards Generalizable and Scalable Foundation Models for Electronic Health Records | May 23, 2024 | Mamba | CodeCode Available | 2 |
| EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation | Sep 26, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark | May 30, 2024 | DeepFake DetectionMamba | CodeCode Available | 2 |
| MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement | Jul 1, 2025 | Automatic Speech RecognitionMamba | CodeCode Available | 2 |
| Forgetting Transformer: Softmax Attention with a Forget Gate | Mar 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining | Apr 15, 2024 | MambaRain Removal | CodeCode Available | 2 |
| Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction | Mar 27, 2024 | 3D Generation3DGS | CodeCode Available | 2 |
| Mamba-ST: State Space Model for Efficient Style Transfer | Sep 16, 2024 | MambaStyle Transfer | CodeCode Available | 2 |
| MAMCA -- Optimal on Accuracy and Efficiency for Automatic Modulation Classification with Extended Signal Length | May 18, 2024 | DenoisingGPU | CodeCode Available | 2 |
| EAMamba: Efficient All-Around Vision State Space Model for Image Restoration | Jun 27, 2025 | AllDeblurring | CodeCode Available | 2 |
| A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion | Apr 14, 2024 | MambaPansharpening | CodeCode Available | 2 |
| Demystifying AI Platform Design for Distributed Inference of Next-Generation LLM models | Jun 3, 2024 | ChunkingMamba | CodeCode Available | 2 |
| Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price Prediction | Sep 26, 2024 | MambaPrediction | CodeCode Available | 2 |
| DAMamba: Vision State Space Model with Dynamic Adaptive Scan | Feb 18, 2025 | image-classificationImage Classification | CodeCode Available | 2 |
| Merging Context Clustering with Visual State Space Models for Medical Image Segmentation | Jan 3, 2025 | ClusteringImage Segmentation | CodeCode Available | 2 |
| Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models | May 24, 2024 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 2 |
| DVMSR: Distillated Vision Mamba for Efficient Super-Resolution | May 5, 2024 | Image Super-ResolutionLong-range modeling | CodeCode Available | 2 |
| GroupMamba: Efficient Group-Based Visual State Space Model | Jul 18, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology | Mar 11, 2024 | MambaMultiple Instance Learning | CodeCode Available | 2 |
| Mamba in Vision: A Comprehensive Survey of Techniques and Applications | Oct 4, 2024 | MambaState Space Models | CodeCode Available | 2 |
| CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation | Apr 30, 2024 | MambaState Space Models | CodeCode Available | 2 |
| DenseMamba: State Space Models with Dense Hidden Connection for Efficient Large Language Models | Feb 26, 2024 | MambaState Space Models | CodeCode Available | 2 |
| Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba | Jul 12, 2024 | 3D Hand Pose EstimationMamba | CodeCode Available | 2 |
| Mamba in Speech: Towards an Alternative to Self-Attention | May 21, 2024 | MambaSpeech Enhancement | 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 |
