| EHRMamba: Towards Generalizable and Scalable Foundation Models for Electronic Health Records | May 23, 2024 | Mamba | CodeCode Available | 2 |
| Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model | May 23, 2024 | MambaState Space Models | CodeCode Available | 2 |
| I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling | May 22, 2024 | Image GenerationMamba | CodeCode Available | 2 |
| Mamba in Speech: Towards an Alternative to Self-Attention | May 21, 2024 | MambaSpeech Enhancement | CodeCode Available | 2 |
| Mamba-in-Mamba: Centralized Mamba-Cross-Scan in Tokenized Mamba Model for Hyperspectral Image Classification | May 20, 2024 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 2 |
| SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model | May 20, 2024 | Audio ClassificationGPU | CodeCode Available | 2 |
| NetMamba: Efficient Network Traffic Classification via Pre-training Unidirectional Mamba | May 19, 2024 | ClassificationFew-Shot Learning | CodeCode Available | 2 |
| MAMCA -- Optimal on Accuracy and Efficiency for Automatic Modulation Classification with Extended Signal Length | May 18, 2024 | DenoisingGPU | CodeCode Available | 2 |
| IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model | May 16, 2024 | Image EnhancementImage Reconstruction | CodeCode Available | 2 |
| OverlapMamba: Novel Shift State Space Model for LiDAR-based Place Recognition | May 13, 2024 | Decision MakingLoop Closure Detection | CodeCode Available | 2 |
| Linearizing Large Language Models | May 10, 2024 | In-Context LearningMamba | CodeCode Available | 2 |
| Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba | May 9, 2024 | Action RecognitionMamba | CodeCode Available | 2 |
| Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution | May 8, 2024 | Image Super-ResolutionMamba | CodeCode Available | 2 |
| Vision Mamba: A Comprehensive Survey and Taxonomy | May 7, 2024 | MambaMedical Image Analysis | CodeCode Available | 2 |
| Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement | May 6, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 2 |
| DVMSR: Distillated Vision Mamba for Efficient Super-Resolution | May 5, 2024 | Image Super-ResolutionLong-range modeling | CodeCode Available | 2 |
| FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space | May 3, 2024 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 2 |
| SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising | May 2, 2024 | Computational EfficiencyDenoising | CodeCode Available | 2 |
| CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation | Apr 30, 2024 | MambaState Space Models | CodeCode Available | 2 |
| RSCaMa: Remote Sensing Image Change Captioning with State Space Model | Apr 29, 2024 | DecoderMamba | CodeCode Available | 2 |
| S^2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification | Apr 28, 2024 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 2 |
| CFMW: Cross-modality Fusion Mamba for Multispectral Object Detection under Adverse Weather Conditions | Apr 25, 2024 | MambaMultispectral Object Detection | CodeCode Available | 2 |
| Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges | Apr 24, 2024 | Drug DesignInductive Bias | CodeCode Available | 2 |
| Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model | Apr 23, 2024 | 3D Point Cloud ClassificationMamba | CodeCode Available | 2 |
| Vim4Path: Self-Supervised Vision Mamba for Histopathology Images | Apr 20, 2024 | DiagnosticMamba | CodeCode Available | 2 |
| 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 |