| A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion Enhancement | Apr 18, 2025 | MambaRetinal Vessel Segmentation | CodeCode Available | 0 |
| Meta-Black-Box-Optimization through Offline Q-function Learning | May 4, 2025 | BenchmarkingMamba | CodeCode Available | 0 |
| Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba | Jun 22, 2025 | Mambaparameter-efficient fine-tuning | CodeCode Available | 0 |
| MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation | Sep 12, 2024 | Brain SegmentationMamba | CodeCode Available | 0 |
| A Deep Learning-Based Approach for Mangrove Monitoring | Oct 7, 2024 | Deep LearningMamba | CodeCode Available | 0 |
| Universal In-Context Approximation By Prompting Fully Recurrent Models | Jun 3, 2024 | In-Context LearningMamba | CodeCode Available | 0 |
| A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization | May 13, 2025 | DecoderInformation Retrieval | CodeCode Available | 0 |
| State-space models are accurate and efficient neural operators for dynamical systems | Sep 5, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI | Apr 6, 2025 | Image-to-Image TranslationMamba | CodeCode Available | 0 |
| MDPG: Multi-domain Diffusion Prior Guidance for MRI Reconstruction | Jun 30, 2025 | MambaMRI Reconstruction | CodeCode Available | 0 |
| From Markov to Laplace: How Mamba In-Context Learns Markov Chains | Feb 14, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| A Law of Next-Token Prediction in Large Language Models | Aug 24, 2024 | Mamba | CodeCode Available | 0 |
| Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery | Jun 7, 2025 | Building Damage AssessmentBuilding Flood Damage Assessment | CodeCode Available | 0 |
| MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation | Feb 24, 2025 | Hyperspectral Image SegmentationImage Segmentation | CodeCode Available | 0 |
| FD-Vision Mamba for Endoscopic Exposure Correction | Feb 9, 2024 | Decision MakingExposure Correction | CodeCode Available | 0 |
| Exploring State Space Model in Wavelet Domain: An Infrared and Visible Image Fusion Network via Wavelet Transform and State Space Model | Mar 24, 2025 | Infrared And Visible Image FusionMamba | CodeCode Available | 0 |
| EmbBERT-Q: Breaking Memory Barriers in Embedded NLP | Feb 14, 2025 | MambaQuantization | CodeCode Available | 0 |
| MaTrRec: Uniting Mamba and Transformer for Sequential Recommendation | Jul 27, 2024 | MambaRecommendation Systems | CodeCode Available | 0 |
| Efficient Explicit Joint-level Interaction Modeling with Mamba for Text-guided HOI Generation | Mar 29, 2025 | Human-Object Interaction DetectionMamba | CodeCode Available | 0 |
| Mamba-VA: A Mamba-based Approach for Continuous Emotion Recognition in Valence-Arousal Space | Mar 13, 2025 | Autonomous DrivingEmotion Recognition | CodeCode Available | 0 |
| EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation | Jun 4, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| Dynamical similarity analysis can identify compositional dynamics developing in RNNs | Oct 31, 2024 | MambaState Space Models | CodeCode Available | 0 |
| ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation | May 30, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs | Apr 22, 2024 | Image EnhancementMamba | CodeCode Available | 0 |
| SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation | Jan 1, 2025 | Brain Tumor SegmentationBraTS2021 | CodeCode Available | 0 |
