| CT-Mamba: A Hybrid Convolutional State Space Model for Low-Dose CT Denoising | Nov 12, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba | Nov 6, 2024 | Mambaparameter-efficient fine-tuning | CodeCode Available | 1 |
| GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images | May 13, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| GlobalMamba: Global Image Serialization for Vision Mamba | Oct 14, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Hybrid Mamba for Few-Shot Segmentation | Sep 29, 2024 | Few-Shot Semantic SegmentationMamba | CodeCode Available | 1 |
| Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation | Apr 24, 2025 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| MambaTab: A Plug-and-Play Model for Learning Tabular Data | Jan 16, 2024 | ClassificationMamba | CodeCode Available | 1 |
| MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking | Aug 15, 2024 | MambaRgb-T Tracking | CodeCode Available | 1 |
| MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection | Jan 18, 2024 | Mambaobject-detection | CodeCode Available | 1 |
| ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation | Mar 25, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Cross-attention Inspired Selective State Space Models for Target Sound Extraction | Sep 7, 2024 | Computational EfficiencyMamba | 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 |
| Mamba meets crack segmentation | Jul 22, 2024 | Crack SegmentationMamba | CodeCode Available | 1 |
| MambaLRP: Explaining Selective State Space Sequence Models | Jun 11, 2024 | Language ModelingLanguage Modelling | 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 |
| Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling | Feb 15, 2024 | MambaPrediction | CodeCode Available | 1 |
| MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning | Dec 1, 2024 | Domain AdaptationImage Enhancement | CodeCode Available | 1 |
| Gated Linear Attention Transformers with Hardware-Efficient Training | Dec 11, 2023 | 2kLanguage Modeling | CodeCode Available | 1 |
| A Reverse Mamba Attention Network for Pathological Liver Segmentation | Feb 23, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 |
| CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation | Jun 9, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 1 |
| Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning | Jul 8, 2024 | class-incremental learningClass Incremental Learning | 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 |
| Mamba for Streaming ASR Combined with Unimodal Aggregation | Sep 30, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| MambaLCT: Boosting Tracking via Long-term Context State Space Model | Dec 18, 2024 | MambaObject Tracking | CodeCode Available | 1 |
| MambaEVT: Event Stream based Visual Object Tracking using State Space Model | Aug 20, 2024 | MambaObject Localization | CodeCode Available | 1 |
