| M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation | May 7, 2025 | MambaRecommendation Systems | —Unverified | 0 |
| M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration | Jun 9, 2025 | AllImage Restoration | —Unverified | 0 |
| M3amba: Memory Mamba is All You Need for Whole Slide Image Classification | Jan 1, 2025 | Allimage-classification | —Unverified | 0 |
| M3: Mamba-assisted Multi-Circuit Optimization via MBRL with Effective Scheduling | Nov 25, 2024 | MambaReinforcement Learning (RL) | —Unverified | 0 |
| M4V: Multi-Modal Mamba for Text-to-Video Generation | Jun 12, 2025 | MambaText-to-Video Generation | —Unverified | 0 |
| MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric Videos | Sep 4, 2024 | DenoisingMamba | —Unverified | 0 |
| MAMAT: 3D Mamba-Based Atmospheric Turbulence Removal and its Object Detection Capability | Mar 22, 2025 | MambaObject | —Unverified | 0 |
| Pamba: Enhancing Global Interaction in Point Clouds via State Space Model | Jun 25, 2024 | 3D Semantic SegmentationMamba | —Unverified | 0 |
| MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | May 23, 2024 | Action RecognitionAction Segmentation | —Unverified | 0 |
| Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model | May 26, 2024 | Knowledge TracingMamba | —Unverified | 0 |
| Mamba-Adaptor: State Space Model Adaptor for Visual Recognition | May 19, 2025 | Inductive BiasMamba | —Unverified | 0 |
| Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography | Dec 20, 2024 | EEGElectrocardiography (ECG) | —Unverified | 0 |
| Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space | Jan 26, 2025 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Mamba-based Light Field Super-Resolution with Efficient Subspace Scanning | Jun 23, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| Mamba base PKD for efficient knowledge compression | Mar 3, 2025 | image-classificationImage Classification | —Unverified | 0 |
| MambaBEV: An efficient 3D detection model with Mamba2 | Oct 16, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| MambaByte: Token-free Selective State Space Model | Jan 24, 2024 | Computational EfficiencyInductive Bias | —Unverified | 0 |
| MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network | Jul 30, 2024 | DiagnosticMamba | —Unverified | 0 |
| Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning | Nov 23, 2024 | Continual LearningMamba | —Unverified | 0 |
| MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction | May 15, 2025 | AnatomyDisease Prediction | —Unverified | 0 |
| MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation | Jun 6, 2024 | DecoderDepth Estimation | —Unverified | 0 |
| Mamba Drafters for Speculative Decoding | Jun 1, 2025 | Large Language ModelMamba | —Unverified | 0 |
| MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling | Aug 20, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation | Mar 10, 2025 | MambaOptical Flow Estimation | —Unverified | 0 |
| Enhancing Long-Range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-Based Sentiment Analysis | Jul 14, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Mamba for Scalable and Efficient Personalized Recommendations | Sep 11, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Mamba Hawkes Process | Jul 7, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| MambaLiteSR: Image Super-Resolution with Low-Rank Mamba using Knowledge Distillation | Feb 19, 2025 | Image Super-ResolutionKnowledge Distillation | —Unverified | 0 |
| Mamba-MOC: A Multicategory Remote Object Counting via State Space Model | Jan 12, 2025 | MambaObject | —Unverified | 0 |
| Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs | Oct 3, 2024 | MambaState Space Models | —Unverified | 0 |
| MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection | Jun 4, 2025 | MambaNovel Object Detection | —Unverified | 0 |
| Mamba Policy: Towards Efficient 3D Diffusion Policy with Hybrid Selective State Models | Sep 11, 2024 | Mamba | —Unverified | 0 |
| Mamba-PTQ: Outlier Channels in Recurrent Large Language Models | Jul 17, 2024 | MambaModel Compression | —Unverified | 0 |
| MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods | Jan 23, 2025 | MambaQuantization | —Unverified | 0 |
| MambaReg: Mamba-Based Disentangled Convolutional Sparse Coding for Unsupervised Deformable Multi-Modal Image Registration | Nov 3, 2024 | Image RegistrationMamba | —Unverified | 0 |
| Mamba-Reg: Vision Mamba Also Needs Registers | Jan 1, 2025 | MambaSemantic Segmentation | —Unverified | 0 |
| Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval | Aug 15, 2024 | Information RetrievalMamba | —Unverified | 0 |
| MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging | Oct 18, 2024 | DemosaickingMamba | —Unverified | 0 |
| Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models | Jan 28, 2025 | MambaState Space Models | —Unverified | 0 |
| Mamba State-Space Models Are Lyapunov-Stable Learners | May 31, 2024 | In-Context LearningMamba | —Unverified | 0 |
| MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model | Aug 17, 2024 | Mambamotion prediction | —Unverified | 0 |
| MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking | Nov 24, 2024 | GPUImage Enhancement | —Unverified | 0 |
| MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling | Jan 25, 2025 | MambaPoint Cloud Completion | —Unverified | 0 |
| MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking | Nov 23, 2024 | MambaObject Tracking | —Unverified | 0 |
| MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training Smoothing | Dec 28, 2024 | GPUMamba | —Unverified | 0 |
| MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking | Nov 13, 2024 | Inductive BiasLong-range modeling | —Unverified | 0 |
| MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection | Dec 2, 2024 | Animal Pose EstimationGPU | —Unverified | 0 |
| Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence | Dec 10, 2024 | Action RecognitionContrastive Learning | —Unverified | 0 |
| MAPN: Enhancing Heterogeneous Sparse Graph Representation by Mamba-based Asynchronous Aggregation | Feb 23, 2025 | Mamba | —Unverified | 0 |
| MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining | Oct 1, 2024 | Mamba | —Unverified | 0 |