| Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion | Oct 19, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| Quamba: A Post-Training Quantization Recipe for Selective State Space Models | Oct 17, 2024 | Computational EfficiencyMamba | CodeCode Available | 2 |
| MatMamba: A Matryoshka State Space Model | Oct 9, 2024 | modelRepresentation Learning | CodeCode Available | 2 |
| Oscillatory State-Space Models | Oct 4, 2024 | MambaState Space Models | CodeCode Available | 2 |
| Mamba in Vision: A Comprehensive Survey of Techniques and Applications | Oct 4, 2024 | MambaState Space Models | 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 |
| PhysMamba: Efficient Remote Physiological Measurement with SlowFast Temporal Difference Mamba | Sep 18, 2024 | MambaState Space Models | 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 |
| Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement | Aug 2, 2024 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 2 |
| RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining | Jul 31, 2024 | Optical Flow EstimationRain Removal | CodeCode Available | 2 |
| VSSD: Vision Mamba with Non-Causal State Space Duality | Jul 26, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| Longhorn: State Space Models are Amortized Online Learners | Jul 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| GroupMamba: Efficient Group-Based Visual State Space Model | Jul 18, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers | Jul 13, 2024 | MambaState Space Models | CodeCode Available | 2 |
| VFIMamba: Video Frame Interpolation with State Space Models | Jul 2, 2024 | 2k4k | CodeCode Available | 2 |
| Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection | Jun 15, 2024 | 3D Object DetectionComputational Efficiency | CodeCode Available | 2 |
| CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection | Jun 6, 2024 | Change DetectionMamba | CodeCode Available | 2 |
| Audio Mamba: Bidirectional State Space Model for Audio Representation Learning | Jun 5, 2024 | Audio ClassificationClassification | CodeCode Available | 2 |
| GrootVL: Tree Topology is All You Need in State Space Model | Jun 4, 2024 | Allimage-classification | CodeCode Available | 2 |
| MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting | May 26, 2024 | MambaState Space Models | CodeCode Available | 2 |
| MambaVC: Learned Visual Compression with Selective State Spaces | May 24, 2024 | Long-range modelingState Space Models | CodeCode Available | 2 |
| Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model | May 23, 2024 | MambaState Space Models | CodeCode Available | 2 |
| Efficient Visual State Space Model for Image Deblurring | May 23, 2024 | DeblurringImage Deblurring | CodeCode Available | 2 |
| Mamba in Speech: Towards an Alternative to Self-Attention | May 21, 2024 | MambaSpeech Enhancement | CodeCode Available | 2 |
