| RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing | May 16, 2024 | Computational EfficiencyImage Dehazing | —Unverified | 0 |
| RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement | Apr 25, 2025 | Image ReconstructionMamba | —Unverified | 0 |
| S2TX: Cross-Attention Multi-Scale State-Space Transformer for Time Series Forecasting | Feb 17, 2025 | MambaTime Series | —Unverified | 0 |
| Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking | May 19, 2025 | Image GenerationMamba | —Unverified | 0 |
| Sakuga-42M Dataset: Scaling Up Cartoon Research | May 13, 2024 | MambaText to Video Retrieval | —Unverified | 0 |
| Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models | Jan 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation | May 22, 2025 | MambaMRI segmentation | —Unverified | 0 |
| SAV-SE: Scene-aware Audio-Visual Speech Enhancement with Selective State Space Model | Nov 12, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| Scalable Visual State Space Model with Fractal Scanning | May 23, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Scaling Algorithm Distillation for Continuous Control with Mamba | Jun 16, 2025 | continuous-controlContinuous Control | —Unverified | 0 |
| Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation | May 24, 2024 | Image GenerationMamba | —Unverified | 0 |
| Scaling Up Liquid-Resistance Liquid-Capacitance Networks for Efficient Sequence Modeling | May 27, 2025 | Mamba | —Unverified | 0 |
| Scaling Vision Mamba Across Resolutions via Fractal Traversal | May 20, 2025 | Change Detectionimage-classification | —Unverified | 0 |
| Scene-agnostic Pose Regression for Visual Localization | Mar 25, 2025 | Image RetrievalMamba | —Unverified | 0 |
| scMamba: A Pre-Trained Model for Single-Nucleus RNA Sequencing Analysis in Neurodegenerative Disorders | Feb 12, 2025 | Dimensionality ReductionImputation | —Unverified | 0 |
| Segmentation of Coronary Artery Stenosis in X-ray Angiography using Mamba Models | Dec 3, 2024 | DiagnosticMamba | —Unverified | 0 |
| Segmenting Maxillofacial Structures in CBCT Volumes | Jan 1, 2025 | AnatomyBenchmarking | —Unverified | 0 |
| SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation | Aug 9, 2024 | Computational EfficiencyEvent Detection | —Unverified | 0 |
| Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning | Mar 23, 2025 | MambaPose Estimation | —Unverified | 0 |
| Selection Mechanisms for Sequence Modeling using Linear State Space Models | May 23, 2025 | Fault DetectionLanguage Modeling | —Unverified | 0 |
| Selective State Space Memory for Large Vision-Language Models | Dec 13, 2024 | MambaVisual Question Answering (VQA) | —Unverified | 0 |
| Selective State Space Model for Monaural Speech Enhancement | Nov 9, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| Selective Structured State Space for Multispectral-fused Small Target Detection | May 20, 2025 | Mamba | —Unverified | 0 |
| Self-Prior Guided Mamba-UNet Networks for Medical Image Super-Resolution | Jul 8, 2024 | Image Super-ResolutionMamba | —Unverified | 0 |
| Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution | Jan 1, 2025 | Contrastive LearningMamba | —Unverified | 0 |