| PPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation | Sep 10, 2024 | MambaSemantic Segmentation | —Unverified | 0 | 0 |
| PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining | May 8, 2025 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| Pretrained Hybrids with MAD Skills | Jun 2, 2024 | MambaNeural Architecture Search | —Unverified | 0 | 0 |
| ProMamba: Prompt-Mamba for polyp segmentation | Mar 20, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation | Mar 25, 2025 | Image SegmentationKolmogorov-Arnold Networks | —Unverified | 0 | 0 |
| Protein-Mamba: Biological Mamba Models for Protein Function Prediction | Sep 22, 2024 | Drug DiscoveryMamba | —Unverified | 0 | 0 |
| Proxy Prompt: Endowing SAM and SAM 2 with Auto-Interactive-Prompt for Medical Segmentation | Feb 5, 2025 | ColorizationMamba | —Unverified | 0 | 0 |
| PTrajM: Efficient and Semantic-rich Trajectory Learning with Pretrained Trajectory-Mamba | Aug 9, 2024 | Mamba | —Unverified | 0 | 0 |
| QMambaBSR: Burst Image Super-Resolution with Query State Space Model | Aug 16, 2024 | Burst Image Super-ResolutionImage Super-Resolution | —Unverified | 0 | 0 |
| Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration | Mar 27, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 | 0 |
| Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model | Jan 1, 2025 | DeblurringImage Defocus Deblurring | —Unverified | 0 | 0 |
| QueryMamba: A Mamba-Based Encoder-Decoder Architecture with a Statistical Verb-Noun Interaction Module for Video Action Forecasting @ Ego4D Long-Term Action Anticipation Challenge 2024 | Jul 4, 2024 | Action AnticipationDecoder | —Unverified | 0 | 0 |
| R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation | Aug 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion Models | Sep 4, 2024 | DecoderImage Reconstruction | —Unverified | 0 | 0 |
| RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model | Nov 18, 2024 | Mamba | —Unverified | 0 | 0 |
| Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding | Jan 1, 2025 | Human-Object Interaction DetectionMamba | —Unverified | 0 | 0 |
| Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation | May 6, 2025 | Mamba | —Unverified | 0 | 0 |
| RecurFormer: Not All Transformer Heads Need Self-Attention | Oct 10, 2024 | AllMamba | —Unverified | 0 | 0 |
| RefiDiff: Refinement-Aware Diffusion for Efficient Missing Data Imputation | May 20, 2025 | DenoisingImputation | —Unverified | 0 | 0 |
| RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images | Oct 17, 2024 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion | Oct 8, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing | Oct 22, 2024 | knowledge editingMamba | —Unverified | 0 | 0 |
| Rethinking Mamba in Speech Processing by Self-Supervised Models | Sep 11, 2024 | MambaSpeech Enhancement | —Unverified | 0 | 0 |
| Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study | May 14, 2024 | MambaSegmentation | —Unverified | 0 | 0 |
| Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion | Apr 27, 2024 | DisentanglementEmotion Classification | —Unverified | 0 | 0 |
| RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba | Aug 16, 2024 | AllMamba | —Unverified | 0 | 0 |
| RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting | May 28, 2025 | Deep LearningMamba | —Unverified | 0 | 0 |
| RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation | Jun 6, 2024 | Common Sense ReasoningMamba | —Unverified | 0 | 0 |
| Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation | Mar 26, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation | Apr 3, 2024 | Long-range modelingMamba | —Unverified | 0 | 0 |
| RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing | May 16, 2024 | Computational EfficiencyImage Dehazing | —Unverified | 0 | 0 |
| RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement | Apr 25, 2025 | Image ReconstructionMamba | —Unverified | 0 | 0 |
| S2TX: Cross-Attention Multi-Scale State-Space Transformer for Time Series Forecasting | Feb 17, 2025 | MambaTime Series | —Unverified | 0 | 0 |
| Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking | May 19, 2025 | Image GenerationMamba | —Unverified | 0 | 0 |
| Sakuga-42M Dataset: Scaling Up Cartoon Research | May 13, 2024 | MambaText to Video Retrieval | —Unverified | 0 | 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 | 0 |
| SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation | May 22, 2025 | MambaMRI segmentation | —Unverified | 0 | 0 |
| SAV-SE: Scene-aware Audio-Visual Speech Enhancement with Selective State Space Model | Nov 12, 2024 | MambaSpeech Enhancement | —Unverified | 0 | 0 |
| Scalable Visual State Space Model with Fractal Scanning | May 23, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Scaling Algorithm Distillation for Continuous Control with Mamba | Jun 16, 2025 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation | May 24, 2024 | Image GenerationMamba | —Unverified | 0 | 0 |
| Scaling Up Liquid-Resistance Liquid-Capacitance Networks for Efficient Sequence Modeling | May 27, 2025 | Mamba | —Unverified | 0 | 0 |
| Scaling Vision Mamba Across Resolutions via Fractal Traversal | May 20, 2025 | Change Detectionimage-classification | —Unverified | 0 | 0 |
| Scene-agnostic Pose Regression for Visual Localization | Mar 25, 2025 | Image RetrievalMamba | —Unverified | 0 | 0 |
| scMamba: A Pre-Trained Model for Single-Nucleus RNA Sequencing Analysis in Neurodegenerative Disorders | Feb 12, 2025 | Dimensionality ReductionImputation | —Unverified | 0 | 0 |
| Segmentation of Coronary Artery Stenosis in X-ray Angiography using Mamba Models | Dec 3, 2024 | DiagnosticMamba | —Unverified | 0 | 0 |
| Segmenting Maxillofacial Structures in CBCT Volumes | Jan 1, 2025 | AnatomyBenchmarking | —Unverified | 0 | 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 | 0 |
| Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning | Mar 23, 2025 | MambaPose Estimation | —Unverified | 0 | 0 |
| Selection Mechanisms for Sequence Modeling using Linear State Space Models | May 23, 2025 | Fault DetectionLanguage Modeling | —Unverified | 0 | 0 |