| MPSI: Mamba enhancement model for pixel-wise sequential interaction Image Super-Resolution | Dec 10, 2024 | Image ReconstructionImage Super-Resolution | —Unverified | 0 | 0 |
| MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion during Ultrasound-Guided Aspiration Biopsy | May 14, 2025 | DiagnosticDiversity | —Unverified | 0 | 0 |
| MSCrackMamba: Leveraging Vision Mamba for Crack Detection in Fused Multispectral Imagery | Dec 9, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| MSECG: Incorporating Mamba for Robust and Efficient ECG Super-Resolution | Dec 6, 2024 | MambaSuper-Resolution | —Unverified | 0 | 0 |
| ISMRNN: An Implicitly Segmented RNN Method with Mamba for Long-Term Time Series Forecasting | Jul 15, 2024 | MambaSegmentation | —Unverified | 0 | 0 |
| ms-Mamba: Multi-scale Mamba for Time-Series Forecasting | Apr 10, 2025 | MambaTime Series | —Unverified | 0 | 0 |
| MSSC-BiMamba: Multimodal Sleep Stage Classification and Early Diagnosis of Sleep Disorders with Bidirectional Mamba | May 30, 2024 | DiagnosticMamba | —Unverified | 0 | 0 |
| MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation | Jan 13, 2025 | DecoderMamba | —Unverified | 0 | 0 |
| MT-PCR: A Hybrid Mamba-Transformer with Spatial Serialization for Hierarchical Point Cloud Registration | Jun 16, 2025 | GPUMamba | —Unverified | 0 | 0 |
| MUFM: A Mamba-Enhanced Feedback Model for Micro Video Popularity Prediction | Nov 23, 2024 | Mamba | —Unverified | 0 | 0 |
| Multi-Agent Reinforcement Learning with Selective State-Space Models | Oct 25, 2024 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| Multimodal Instruction Tuning with Hybrid State Space Models | Nov 13, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| Multi-Scale Representation Learning for Image Restoration with State-Space Model | Aug 19, 2024 | DenoisingImage Restoration | —Unverified | 0 | 0 |
| MV-GMN: State Space Model for Multi-View Action Recognition | Jan 23, 2025 | Action RecognitionMamba | —Unverified | 0 | 0 |
| NARCE: A Mamba-Based Neural Algorithmic Reasoner Framework for Online Complex Event Detection | Feb 11, 2025 | Event DetectionMamba | —Unverified | 0 | 0 |
| Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models | Apr 4, 2025 | Mamba | —Unverified | 0 | 0 |
| Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition | Aug 11, 2024 | MambaNeural Architecture Search | —Unverified | 0 | 0 |
| NIMBA: Towards Robust and Principled Processing of Point Clouds With SSMs | Oct 31, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| Observability conditions for neural state-space models with eigenvalues and their roots of unity | Apr 22, 2025 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| OccLE: Label-Efficient 3D Semantic Occupancy Prediction | May 27, 2025 | 3D Semantic Occupancy PredictionAutonomous Driving | —Unverified | 0 | 0 |
| OccScene: Semantic Occupancy-based Cross-task Mutual Learning for 3D Scene Generation | Dec 15, 2024 | MambaScene Generation | —Unverified | 0 | 0 |
| OMEGA: Efficient Occlusion-Aware Navigation for Air-Ground Robot in Dynamic Environments via State Space Model | Aug 20, 2024 | Disaster ResponseMamba | —Unverified | 0 | 0 |
| OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation | Apr 13, 2025 | Computational EfficiencyLesion Segmentation | —Unverified | 0 | 0 |
| One-Minute Video Generation with Test-Time Training | Apr 7, 2025 | MambaVideo Generation | —Unverified | 0 | 0 |
| On the Expressivity of Selective State-Space Layers: A Multivariate Polynomial Approach | Feb 4, 2025 | Mamba | —Unverified | 0 | 0 |
| On the low-shot transferability of [V]-Mamba | Mar 15, 2024 | Few-Shot LearningMamba | —Unverified | 0 | 0 |
| On the Power of Convolution Augmented Transformer | Jul 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues | Jul 21, 2023 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| OPa-Ma: Text Guided Mamba for 360-degree Image Out-painting | Jul 15, 2024 | Image GenerationMamba | —Unverified | 0 | 0 |
| Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation | Nov 3, 2024 | MambaOptical Flow Estimation | —Unverified | 0 | 0 |
| Optimising TinyML with Quantization and Distillation of Transformer and Mamba Models for Indoor Localisation on Edge Devices | Dec 12, 2024 | Knowledge DistillationMamba | —Unverified | 0 | 0 |
| Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment | Apr 26, 2024 | DiagnosticFeature Importance | —Unverified | 0 | 0 |
| OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction | Nov 22, 2024 | Exposure CorrectionMamba | —Unverified | 0 | 0 |
| OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models | Mar 13, 2025 | channel selectionContrastive Learning | —Unverified | 0 | 0 |
| PackMamba: Efficient Processing of Variable-Length Sequences in Mamba training | Aug 7, 2024 | GPUMamba | —Unverified | 0 | 0 |
| PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer | Jul 16, 2024 | 2D Object DetectionComputational Efficiency | —Unverified | 0 | 0 |
| Parallelizing Autoregressive Generation with Variational State Space Models | Jul 11, 2024 | DecoderMamba | —Unverified | 0 | 0 |
| Parallelizing Linear Transformers with the Delta Rule over Sequence Length | Jun 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Parallel Sequence Modeling via Generalized Spatial Propagation Network | Jan 21, 2025 | 16kComputational Efficiency | —Unverified | 0 | 0 |
| Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation | Nov 21, 2024 | Mambaparameter-efficient fine-tuning | —Unverified | 0 | 0 |
| Parameterized Blur Kernel Prior Learning for Local Motion Deblurring | Jan 1, 2025 | DeblurringMamba | —Unverified | 0 | 0 |
| PARROT: Synergizing Mamba and Attention-based SSL Pre-Trained Models via Parallel Branch Hadamard Optimal Transport for Speech Emotion Recognition | Jun 1, 2025 | Emotion RecognitionMamba | —Unverified | 0 | 0 |
| PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging | May 22, 2025 | Inductive BiasMamba | —Unverified | 0 | 0 |
| PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model | May 8, 2025 | 3D Object DetectionMamba | —Unverified | 0 | 0 |
| P-Mamba: Marrying Perona Malik Diffusion with Mamba for Efficient Pediatric Echocardiographic Left Ventricular Segmentation | Feb 13, 2024 | MambaMixture-of-Experts | —Unverified | 0 | 0 |
| PointABM:Integrating Bidirectional State Space Model with Multi-Head Self-Attention for Point Cloud Analysis | Jun 10, 2024 | Mamba | —Unverified | 0 | 0 |
| Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy | Mar 11, 2024 | MambaSemantic Segmentation | —Unverified | 0 | 0 |
| PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning | May 24, 2024 | Mamba | —Unverified | 0 | 0 |
| Policy Improvement via Imitation of Multiple Oracles | Jul 1, 2020 | Imitation LearningMamba | —Unverified | 0 | 0 |
| Post-Training Quantization for Vision Mamba with k-Scaled Quantization and Reparameterization | Jan 28, 2025 | MambaQuantization | —Unverified | 0 | 0 |