| FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining | Apr 15, 2024 | MambaRain Removal | CodeCode Available | 2 |
| A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion | Apr 14, 2024 | MambaPansharpening | CodeCode Available | 2 |
| MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion | Apr 12, 2024 | Image ReconstructionMamba | CodeCode Available | 2 |
| ViM-UNet: Vision Mamba for Biomedical Segmentation | Apr 11, 2024 | Instance SegmentationMamba | CodeCode Available | 2 |
| FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model | Apr 11, 2024 | Mamba | CodeCode Available | 2 |
| NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG | Apr 10, 2024 | Contrastive LearningEEG | CodeCode Available | 2 |
| RhythmMamba: Fast Remote Physiological Measurement with Arbitrary Length Videos | Apr 9, 2024 | Mamba | CodeCode Available | 2 |
| Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model | Apr 2, 2024 | DecoderMamba | CodeCode Available | 2 |
| T-Mamba: Frequency-Enhanced Gated Long-Range Dependency for Tooth 3D CBCT Segmentation | Apr 1, 2024 | Image SegmentationMamba | 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 |
| Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction | Mar 27, 2024 | 3D Generation3DGS | CodeCode Available | 2 |
| Mechanistic Design and Scaling of Hybrid Architectures | Mar 26, 2024 | Mamba | CodeCode Available | 2 |
| VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting | Mar 25, 2024 | Mamba | CodeCode Available | 2 |
| H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation | Mar 20, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 2 |
| VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation | Mar 14, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models | Mar 14, 2024 | 3D Face AnimationDiversity | CodeCode Available | 2 |
| LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation | Mar 12, 2024 | Image SegmentationLong-range modeling | CodeCode Available | 2 |
| Motion Mamba: Efficient and Long Sequence Motion Generation | Mar 12, 2024 | MambaMotion Generation | CodeCode Available | 2 |
| MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology | Mar 11, 2024 | MambaMultiple Instance Learning | CodeCode Available | 2 |
| The pitfalls of next-token prediction | Mar 11, 2024 | MambaMisconceptions | CodeCode Available | 2 |
| Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models | Mar 6, 2024 | MambaRecommendation Systems | CodeCode Available | 2 |
| MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection | Mar 4, 2024 | GPUMamba | CodeCode Available | 2 |
| Point Cloud Mamba: Point Cloud Learning via State Space Model | Mar 1, 2024 | MambaState Space Models | CodeCode Available | 2 |
| Evaluating Quantized Large Language Models | Feb 28, 2024 | MambaQuantization | 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 |
