| Multi-dimensional Visual Prompt Enhanced Image Restoration via Mamba-Transformer Aggregation | Dec 20, 2024 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation | Sep 19, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| MaIL: Improving Imitation Learning with Mamba | Jun 12, 2024 | DecoderImitation Learning | CodeCode Available | 1 | 5 |
| CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning | Oct 14, 2024 | Audio DenoisingDecoder | CodeCode Available | 1 | 5 |
| Exploiting Temporal State Space Sharing for Video Semantic Segmentation | Mar 26, 2025 | MambaSemantic Segmentation | CodeCode Available | 1 | 5 |
| Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models | Aug 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| LightEndoStereo: A Real-time Lightweight Stereo Matching Method for Endoscopy Images | Mar 2, 2025 | MambaStereo Matching | CodeCode Available | 1 | 5 |
| Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration | Jan 1, 2025 | MambaVideo Restoration | CodeCode Available | 1 | 5 |
| Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation | Dec 15, 2024 | GPUMamba | CodeCode Available | 1 | 5 |
| M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving | Mar 23, 2025 | Autonomous DrivingDecoder | CodeCode Available | 1 | 5 |
| Change State Space Models for Remote Sensing Change Detection | Apr 15, 2025 | Change DetectionComputational Efficiency | CodeCode Available | 1 | 5 |
| MAAT: Mamba Adaptive Anomaly Transformer with association discrepancy for time series | Feb 11, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm | Aug 20, 2024 | MambaSign Language Translation | CodeCode Available | 1 | 5 |
| M^3amba: CLIP-driven Mamba Model for Multi-modal Remote Sensing Classification | Mar 9, 2025 | Computational EfficiencyHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| MaDiNet: Mamba Diffusion Network for SAR Target Detection | Nov 12, 2024 | Mamba | CodeCode Available | 1 | 5 |
| MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs | Aug 21, 2024 | Compressed Image Super-resolutionImage Super-Resolution | CodeCode Available | 1 | 5 |
| OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation | Sep 12, 2024 | Mamba | CodeCode Available | 1 | 5 |
| OccMamba: Semantic Occupancy Prediction with State Space Models | Aug 19, 2024 | MambaPrediction | CodeCode Available | 1 | 5 |
| Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms | Aug 19, 2024 | Action RecognitionMamba | CodeCode Available | 1 | 5 |
| DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction | Jan 14, 2025 | DiversityMamba | CodeCode Available | 1 | 5 |
| Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification | Aug 2, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 | 5 |
| Locating and Editing Factual Associations in Mamba | Apr 4, 2024 | MambaModel Editing | CodeCode Available | 1 | 5 |
| LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement | Apr 22, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 1 | 5 |
| Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference | Feb 28, 2024 | MambaTime Series | CodeCode Available | 1 | 5 |
| LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation | Aug 26, 2024 | Image SegmentationMamba | CodeCode Available | 1 | 5 |
