| ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes | Mar 9, 2024 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation | Mar 8, 2024 | Image SegmentationMamba | CodeCode Available | 3 |
| Motion-Guided Dual-Camera Tracker for Endoscope Tracking and Motion Analysis in a Mechanical Gastric Simulator | Mar 8, 2024 | MambaObject Tracking | CodeCode Available | 0 |
| MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models | Mar 8, 2024 | MambaMultiple Instance Learning | CodeCode Available | 1 |
| Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models | Mar 6, 2024 | MambaRecommendation Systems | CodeCode Available | 2 |
| MedMamba: Vision Mamba for Medical Image Classification | Mar 6, 2024 | Classificationimage-classification | CodeCode Available | 4 |
| Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling | Mar 5, 2024 | Mamba | CodeCode Available | 3 |
| MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection | Mar 4, 2024 | GPUMamba | CodeCode Available | 2 |
| The Hidden Attention of Mamba Models | Mar 3, 2024 | Mamba | CodeCode Available | 3 |
| Point Cloud Mamba: Point Cloud Learning via State Space Model | Mar 1, 2024 | MambaState Space Models | CodeCode Available | 2 |
| Theoretical Foundations of Deep Selective State-Space Models | Feb 29, 2024 | MambaState Space Models | CodeCode Available | 1 |
| Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models | Feb 29, 2024 | Language ModellingMamba | CodeCode Available | 7 |
| MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation | Feb 28, 2024 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 0 |
| Simple linear attention language models balance the recall-throughput tradeoff | Feb 28, 2024 | Language ModellingMamba | CodeCode Available | 3 |
| Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference | Feb 28, 2024 | MambaTime Series | CodeCode Available | 1 |
| 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 |
| Res-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual Learning | Feb 24, 2024 | ClassificationFine-Grained Image Recognition | CodeCode Available | 2 |
| MambaIR: A Simple Baseline for Image Restoration with State-Space Model | Feb 23, 2024 | Image RestorationImage Super-Resolution | CodeCode Available | 5 |
| Efficient State Space Model via Fast Tensor Convolution and Block Diagonalization | Feb 23, 2024 | Computational EfficiencyDisentanglement | CodeCode Available | 0 |
| Pan-Mamba: Effective pan-sharpening with State Space Model | Feb 19, 2024 | MambaPansharpening | CodeCode Available | 2 |
| Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation | Feb 16, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 4 |
| PointMamba: A Simple State Space Model for Point Cloud Analysis | Feb 16, 2024 | GPUMamba | CodeCode Available | 4 |
| Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling | Feb 15, 2024 | MambaPrediction | CodeCode Available | 1 |
| P-Mamba: Marrying Perona Malik Diffusion with Mamba for Efficient Pediatric Echocardiographic Left Ventricular Segmentation | Feb 13, 2024 | MambaMixture-of-Experts | —Unverified | 0 |
