| O-Mamba: O-shape State-Space Model for Underwater Image Enhancement | Aug 23, 2024 | Image EnhancementMamba | CodeCode Available | 1 |
| SIGMA: Selective Gated Mamba for Sequential Recommendation | Aug 21, 2024 | MambaRecommendation Systems | CodeCode Available | 1 |
| MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs | Aug 21, 2024 | Compressed Image Super-resolutionImage Super-Resolution | CodeCode Available | 1 |
| MUSE: Mamba is Efficient Multi-scale Learner for Text-video Retrieval | Aug 20, 2024 | MambaNatural Language Queries | CodeCode Available | 1 |
| MambaEVT: Event Stream based Visual Object Tracking using State Space Model | Aug 20, 2024 | MambaObject Localization | CodeCode Available | 1 |
| Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm | Aug 20, 2024 | MambaSign Language Translation | CodeCode Available | 1 |
| Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models | Aug 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms | Aug 19, 2024 | Action RecognitionMamba | CodeCode Available | 1 |
| OccMamba: Semantic Occupancy Prediction with State Space Models | Aug 19, 2024 | MambaPrediction | CodeCode Available | 1 |
| MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation | Aug 15, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking | Aug 15, 2024 | MambaRgb-T Tracking | CodeCode Available | 1 |
| LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba | Aug 5, 2024 | Mamba | CodeCode Available | 1 |
| BioMamba: A Pre-trained Biomedical Language Representation Model Leveraging Mamba | Aug 5, 2024 | Mamba | CodeCode Available | 1 |
| Mamba-Spike: Enhancing the Mamba Architecture with a Spiking Front-End for Efficient Temporal Data Processing | Aug 4, 2024 | Mamba | CodeCode Available | 1 |
| MambaST: A Plug-and-Play Cross-Spectral Spatial-Temporal Fuser for Efficient Pedestrian Detection | Aug 2, 2024 | Autonomous DrivingMamba | CodeCode Available | 1 |
| Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification | Aug 2, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration | Jul 27, 2024 | DisentanglementImage Registration | CodeCode Available | 1 |
| MxT: Mamba x Transformer for Image Inpainting | Jul 23, 2024 | Image InpaintingMamba | CodeCode Available | 1 |
| Mamba meets crack segmentation | Jul 22, 2024 | Crack SegmentationMamba | CodeCode Available | 1 |
| GFE-Mamba: Mamba-based AD Multi-modal Progression Assessment via Generative Feature Extraction from MCI | Jul 22, 2024 | Mamba | CodeCode Available | 1 |
| MM-Tracker: Motion Mamba with Margin Loss for UAV-platform Multiple Object Tracking | Jul 15, 2024 | MambaMultiple Object Tracking | CodeCode Available | 1 |
| InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation | Jul 14, 2024 | MambaMotion Generation | CodeCode Available | 1 |
| VideoMamba: Spatio-Temporal Selective State Space Model | Jul 11, 2024 | Mambamodel | CodeCode Available | 1 |
| DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing | Jul 11, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification | Jul 11, 2024 | Computational EfficiencyGraph structure learning | CodeCode Available | 1 |
