| Selective State Space Memory for Large Vision-Language Models | Dec 13, 2024 | MambaVisual Question Answering (VQA) | —Unverified | 0 | 0 |
| Selective State Space Model for Monaural Speech Enhancement | Nov 9, 2024 | MambaSpeech Enhancement | —Unverified | 0 | 0 |
| Selective Structured State Space for Multispectral-fused Small Target Detection | May 20, 2025 | Mamba | —Unverified | 0 | 0 |
| Self-Prior Guided Mamba-UNet Networks for Medical Image Super-Resolution | Jul 8, 2024 | Image Super-ResolutionMamba | —Unverified | 0 | 0 |
| Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution | Jan 1, 2025 | Contrastive LearningMamba | —Unverified | 0 | 0 |
| Self-supervised Learning for Acoustic Few-Shot Classification | Sep 15, 2024 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging | Jun 10, 2025 | Mamba | —Unverified | 0 | 0 |
| Sequential-Parallel Duality in Prefix Scannable Models | Jun 12, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Serialized Point Mamba: A Serialized Point Cloud Mamba Segmentation Model | Jul 17, 2024 | 3D Instance Segmentation3D Reconstruction | —Unverified | 0 | 0 |
| SeRpEnt: Selective Resampling for Expressive State Space Models | Jan 20, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model | Sep 6, 2024 | MambaRetinal Vessel Segmentation | —Unverified | 0 | 0 |
| ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal | Nov 5, 2024 | Image Shadow RemovalMamba | —Unverified | 0 | 0 |
| ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation | Aug 26, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion | Sep 3, 2024 | Long-range modelingMamba | —Unverified | 0 | 0 |
| SliceMamba with Neural Architecture Search for Medical Image Segmentation | Jul 11, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| Small Vision-Language Models: A Survey on Compact Architectures and Techniques | Mar 9, 2025 | Computational EfficiencyKnowledge Distillation | —Unverified | 0 | 0 |
| SmartUT: Receive Beamforming for Spectral Coexistence of NGSO Satellite Systems | May 12, 2025 | Mamba | —Unverified | 0 | 0 |
| SMCD: High Realism Motion Style Transfer via Mamba-based Diffusion | May 5, 2024 | MambaMotion Style Transfer | —Unverified | 0 | 0 |
| SMILES-Mamba: Chemical Mamba Foundation Models for Drug ADMET Prediction | Aug 11, 2024 | Drug DiscoveryMamba | —Unverified | 0 | 0 |
| SMMT: Siamese Motion Mamba with Self-attention for Thermal Infrared Target Tracking | May 7, 2025 | MambaObject Tracking | —Unverified | 0 | 0 |
| SMR: State Memory Replay for Long Sequence Modeling | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| SNN-Driven Multimodal Human Action Recognition via Event Camera and Skeleton Data Fusion | Feb 19, 2025 | Action RecognitionMamba | —Unverified | 0 | 0 |
| 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 | 0 |
| SoftLMs: Efficient Adaptive Low-Rank Approximation of Language Models using Soft-Thresholding Mechanism | Nov 15, 2024 | Decision MakingDecoder | —Unverified | 0 | 0 |
| SourceDetMamba: A Graph-aware State Space Model for Source Detection in Sequential Hypergraphs | May 19, 2025 | Computational EfficiencyMamba | —Unverified | 0 | 0 |