| 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 |
