| 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 |
| TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms | May 2, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising | May 2, 2024 | Computational EfficiencyDenoising | CodeCode Available | 2 |
| SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients | May 2, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Revenge of the Fallen? Recurrent Models Match Transformers at Predicting Human Language Comprehension Metrics | Apr 30, 2024 | Mamba | CodeCode Available | 0 |
| CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation | Apr 30, 2024 | MambaState Space Models | CodeCode Available | 2 |
| Spectral-Spatial Mamba for Hyperspectral Image Classification | Apr 29, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| RSCaMa: Remote Sensing Image Change Captioning with State Space Model | Apr 29, 2024 | DecoderMamba | CodeCode Available | 2 |
| Visual Mamba: A Survey and New Outlooks | Apr 29, 2024 | MambaSurvey | CodeCode Available | 4 |
| S^2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification | Apr 28, 2024 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 2 |
| Mamba-FETrack: Frame-Event Tracking via State Space Model | Apr 28, 2024 | GPUMamba | CodeCode Available | 4 |
| Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion | Apr 27, 2024 | DisentanglementEmotion Classification | —Unverified | 0 |
| Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention | Apr 26, 2024 | Image EnhancementImage Reconstruction | —Unverified | 0 |
| Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment | Apr 26, 2024 | DiagnosticFeature Importance | —Unverified | 0 |
| CFMW: Cross-modality Fusion Mamba for Multispectral Object Detection under Adverse Weather Conditions | Apr 25, 2024 | MambaMultispectral Object Detection | CodeCode Available | 2 |
| ST-MambaSync: The Complement of Mamba and Transformers for Spatial-Temporal in Traffic Flow Prediction | Apr 24, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting | Apr 24, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| A Survey on Visual Mamba | Apr 24, 2024 | Image RegistrationImage Restoration | CodeCode Available | 4 |
| 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 |
| A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models | Apr 23, 2024 | ClassificationDenoising | CodeCode Available | 1 |
| SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting | Apr 23, 2024 | MambaTime Series | CodeCode Available | 3 |
| MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs | Apr 22, 2024 | Image EnhancementMamba | CodeCode Available | 0 |
| Vim4Path: Self-Supervised Vision Mamba for Histopathology Images | Apr 20, 2024 | DiagnosticMamba | CodeCode Available | 2 |
| ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction | Apr 20, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration | Apr 17, 2024 | Image RestorationMamba | —Unverified | 0 |
| Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion | Apr 17, 2024 | MambaMotion Generation | —Unverified | 0 |
| nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation | Apr 15, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 |
| HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising | Apr 15, 2024 | Computational EfficiencyDenoising | —Unverified | 0 |
| FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining | Apr 15, 2024 | MambaRain Removal | CodeCode Available | 2 |
| FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba | Apr 15, 2024 | Infrared And Visible Image FusionMamba | CodeCode Available | 3 |
| Fusion-Mamba for Cross-modality Object Detection | Apr 14, 2024 | MambaObject | —Unverified | 0 |
| A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion | Apr 14, 2024 | MambaPansharpening | CodeCode Available | 2 |
| The Illusion of State in State-Space Models | Apr 12, 2024 | MambaState Space Models | CodeCode Available | 1 |
| MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion | Apr 12, 2024 | Image ReconstructionMamba | CodeCode Available | 2 |
| SpectralMamba: Efficient Mamba for Hyperspectral Image Classification | Apr 12, 2024 | ClassificationHyperspectral Image Classification | —Unverified | 0 |
| ViM-UNet: Vision Mamba for Biomedical Segmentation | Apr 11, 2024 | Instance SegmentationMamba | CodeCode Available | 2 |
| DGMamba: Domain Generalization via Generalized State Space Model | Apr 11, 2024 | Domain GeneralizationMamba | CodeCode Available | 1 |
| FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model | Apr 11, 2024 | Mamba | CodeCode Available | 2 |
| Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos | Apr 11, 2024 | Action RecognitionAction Recognition In Videos | CodeCode Available | 1 |
| SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction | Apr 11, 2024 | MambaPrediction | —Unverified | 0 |
| NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG | Apr 10, 2024 | Contrastive LearningEEG | CodeCode Available | 2 |
| 3DMambaComplete: Exploring Structured State Space Model for Point Cloud Completion | Apr 10, 2024 | MambaPoint Cloud Completion | —Unverified | 0 |
| MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection | Apr 9, 2024 | Anomaly DetectionDecoder | CodeCode Available | 3 |
| RhythmMamba: Fast Remote Physiological Measurement with Arbitrary Length Videos | Apr 9, 2024 | Mamba | CodeCode Available | 2 |
| Does Transformer Interpretability Transfer to RNNs? | Apr 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation | Apr 5, 2024 | DecoderMamba | CodeCode Available | 3 |
| ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model | Apr 4, 2024 | 2D Semantic SegmentationAttribute | CodeCode Available | 4 |
| Locating and Editing Factual Associations in Mamba | Apr 4, 2024 | MambaModel Editing | CodeCode Available | 1 |
| RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation | Apr 3, 2024 | Long-range modelingMamba | —Unverified | 0 |