| MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation | Jun 6, 2024 | DecoderDepth Estimation | —Unverified | 0 | 0 |
| Mamba Drafters for Speculative Decoding | Jun 1, 2025 | Large Language ModelMamba | —Unverified | 0 | 0 |
| MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling | Aug 20, 2024 | MambaSuper-Resolution | —Unverified | 0 | 0 |
| MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation | Mar 10, 2025 | MambaOptical Flow Estimation | —Unverified | 0 | 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 | 0 |
| Mamba for Scalable and Efficient Personalized Recommendations | Sep 11, 2024 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| Mamba Hawkes Process | Jul 7, 2024 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| MambaLiteSR: Image Super-Resolution with Low-Rank Mamba using Knowledge Distillation | Feb 19, 2025 | Image Super-ResolutionKnowledge Distillation | —Unverified | 0 | 0 |
| Mamba-MOC: A Multicategory Remote Object Counting via State Space Model | Jan 12, 2025 | MambaObject | —Unverified | 0 | 0 |
| Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs | Oct 3, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection | Jun 4, 2025 | MambaNovel Object Detection | —Unverified | 0 | 0 |
| Mamba Policy: Towards Efficient 3D Diffusion Policy with Hybrid Selective State Models | Sep 11, 2024 | Mamba | —Unverified | 0 | 0 |
| Mamba-PTQ: Outlier Channels in Recurrent Large Language Models | Jul 17, 2024 | MambaModel Compression | —Unverified | 0 | 0 |
| MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods | Jan 23, 2025 | MambaQuantization | —Unverified | 0 | 0 |
| MambaReg: Mamba-Based Disentangled Convolutional Sparse Coding for Unsupervised Deformable Multi-Modal Image Registration | Nov 3, 2024 | Image RegistrationMamba | —Unverified | 0 | 0 |
| Mamba-Reg: Vision Mamba Also Needs Registers | Jan 1, 2025 | MambaSemantic Segmentation | —Unverified | 0 | 0 |
| Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval | Aug 15, 2024 | Information RetrievalMamba | —Unverified | 0 | 0 |
| MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging | Oct 18, 2024 | DemosaickingMamba | —Unverified | 0 | 0 |
| Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models | Jan 28, 2025 | MambaState Space Models | —Unverified | 0 | 0 |
| Mamba State-Space Models Are Lyapunov-Stable Learners | May 31, 2024 | In-Context LearningMamba | —Unverified | 0 | 0 |
| MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model | Aug 17, 2024 | Mambamotion prediction | —Unverified | 0 | 0 |
| MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking | Nov 24, 2024 | GPUImage Enhancement | —Unverified | 0 | 0 |
| MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling | Jan 25, 2025 | MambaPoint Cloud Completion | —Unverified | 0 | 0 |
| MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking | Nov 23, 2024 | MambaObject Tracking | —Unverified | 0 | 0 |
| MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training Smoothing | Dec 28, 2024 | GPUMamba | —Unverified | 0 | 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 | 0 |
| MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection | Dec 2, 2024 | Animal Pose EstimationGPU | —Unverified | 0 | 0 |
| Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence | Dec 10, 2024 | Action RecognitionContrastive Learning | —Unverified | 0 | 0 |
| MAPN: Enhancing Heterogeneous Sparse Graph Representation by Mamba-based Asynchronous Aggregation | Feb 23, 2025 | Mamba | —Unverified | 0 | 0 |
| MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining | Oct 1, 2024 | Mamba | —Unverified | 0 | 0 |
| MARCA: Mamba Accelerator with ReConfigurable Architecture | Sep 16, 2024 | CPUGPU | —Unverified | 0 | 0 |
| MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation | Sep 30, 2024 | Image GenerationMamba | —Unverified | 0 | 0 |
| MASV: Speaker Verification with Global and Local Context Mamba | Dec 14, 2024 | MambaSpeaker Verification | —Unverified | 0 | 0 |
| Matten: Video Generation with Mamba-Attention | May 5, 2024 | MambaVideo Generation | —Unverified | 0 | 0 |
| MBPU: A Plug-and-Play State Space Model for Point Cloud Upsamping with Fast Point Rendering | Oct 21, 2024 | Mambapoint cloud upsampling | —Unverified | 0 | 0 |
| MC-SEMamba: A Simple Multi-channel Extension of SEMamba | Sep 26, 2024 | MambaSpeech Enhancement | —Unverified | 0 | 0 |
| Mechanistic evaluation of Transformers and state space models | May 21, 2025 | Language ModellingMamba | —Unverified | 0 | 0 |
| MesaNet: Sequence Modeling by Locally Optimal Test-Time Training | Jun 5, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MetMamba: Regional Weather Forecasting with Spatial-Temporal Mamba Model | Aug 12, 2024 | Deep LearningMamba | —Unverified | 0 | 0 |
| MGI: Multimodal Contrastive pre-training of Genomic and Medical Imaging | Jun 2, 2024 | Contrastive LearningMamba | —Unverified | 0 | 0 |
| Mimetic Initialization Helps State Space Models Learn to Recall | Oct 14, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| MinGRU-Based Encoder for Turbo Autoencoder Frameworks | Mar 11, 2025 | MambaState Space Models | —Unverified | 0 | 0 |
| ML-Mamba: Efficient Multi-Modal Large Language Model Utilizing Mamba-2 | Jul 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MLSA4Rec: Mamba Combined with Low-Rank Decomposed Self-Attention for Sequential Recommendation | Jul 18, 2024 | MambaRecommendation Systems | —Unverified | 0 | 0 |
| MLVTG: Mamba-Based Feature Alignment and LLM-Driven Purification for Multi-Modal Video Temporal Grounding | Jun 10, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion | Jun 27, 2024 | MambaMRI Reconstruction | —Unverified | 0 | 0 |
| MM-UNet: Meta Mamba UNet for Medical Image Segmentation | Mar 21, 2025 | DecoderImage Segmentation | —Unverified | 0 | 0 |
| MoEMba: A Mamba-based Mixture of Experts for High-Density EMG-based Hand Gesture Recognition | Feb 9, 2025 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 | 0 |
| MonoMM: A Multi-scale Mamba-Enhanced Network for Real-time Monocular 3D Object Detection | Aug 1, 2024 | 3D Object DetectionComputational Efficiency | —Unverified | 0 | 0 |
| Moyun: A Diffusion-Based Model for Style-Specific Chinese Calligraphy Generation | Oct 10, 2024 | MambaStyle Transfer | —Unverified | 0 | 0 |