| Can Mamba Always Enjoy the "Free Lunch"? | Oct 4, 2024 | Mamba | —Unverified | 0 |
| A multi-cohort study on prediction of acute brain dysfunction states using selective state space models | Mar 11, 2024 | DiagnosticMamba | —Unverified | 0 |
| AMMSM: Adaptive Motion Magnification and Sparse Mamba for Micro-Expression Recognition | Mar 31, 2025 | MambaMicro Expression Recognition | —Unverified | 0 |
| Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs | Jun 7, 2024 | 3D Shape Generation3D Shape Modeling | —Unverified | 0 |
| SRMamba: Mamba for Super-Resolution of LiDAR Point Clouds | May 15, 2025 | MambaPoint Cloud Super Resolution | —Unverified | 0 |
| EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification | Jul 20, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling | Aug 20, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| Mamba Drafters for Speculative Decoding | Jun 1, 2025 | Large Language ModelMamba | —Unverified | 0 |
| Efficient Malicious UAV Detection Using Autoencoder-TSMamba Integration | May 14, 2025 | MambaMulti-class Classification | —Unverified | 0 |
| EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling | Feb 25, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| EDNet: A Distortion-Agnostic Speech Enhancement Framework with Gating Mamba Mechanism and Phase Shift-Invariant Training | Jun 19, 2025 | Bandwidth ExtensionDenoising | —Unverified | 0 |
| CacheMamba: Popularity Prediction for Mobile Edge Caching Networks via Selective State Spaces | Feb 9, 2025 | Autonomous VehiclesMamba | —Unverified | 0 |
| Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning | Nov 23, 2024 | Continual LearningMamba | —Unverified | 0 |
| EDmamba: A Simple yet Effective Event Denoising Method with State Space Model | May 8, 2025 | DenoisingMamba | —Unverified | 0 |
| BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement | Jul 3, 2024 | MambaState Space Models | —Unverified | 0 |
| MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network | Jul 30, 2024 | DiagnosticMamba | —Unverified | 0 |
| ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network | Jun 10, 2025 | GPUMamba | —Unverified | 0 |
| MambaByte: Token-free Selective State Space Model | Jan 24, 2024 | Computational EfficiencyInductive Bias | —Unverified | 0 |
| MambaBEV: An efficient 3D detection model with Mamba2 | Oct 16, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking | Nov 23, 2024 | MambaObject Tracking | —Unverified | 0 |
| Mamba base PKD for efficient knowledge compression | Mar 3, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Mamba-based Light Field Super-Resolution with Efficient Subspace Scanning | Jun 23, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| ECGMamba: Towards Efficient ECG Classification with BiSSM | Jun 14, 2024 | ClassificationDiagnostic | —Unverified | 0 |
| MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction | May 15, 2025 | AnatomyDisease Prediction | —Unverified | 0 |
| Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space | Jan 26, 2025 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation | Jun 6, 2024 | DecoderDepth Estimation | —Unverified | 0 |
| Burst Image Super-Resolution with Mamba | Mar 25, 2025 | Burst Image Super-ResolutionComputational Efficiency | —Unverified | 0 |
| A Mamba Foundation Model for Time Series Forecasting | Nov 5, 2024 | Mambamodel | —Unverified | 0 |
| MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training Smoothing | Dec 28, 2024 | GPUMamba | —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 |
| EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis | Jun 25, 2025 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory | Jul 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mamba-Adaptor: State Space Model Adaptor for Visual Recognition | May 19, 2025 | Inductive BiasMamba | —Unverified | 0 |
| Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model | May 26, 2024 | Knowledge TracingMamba | —Unverified | 0 |
| Block-Biased Mamba for Long-Range Sequence Processing | May 13, 2025 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation | Mar 10, 2025 | MambaOptical Flow Estimation | —Unverified | 0 |
| ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement | Jul 25, 2024 | Anomaly LocalizationImage Reconstruction | —Unverified | 0 |
| ACMamba: Fast Unsupervised Anomaly Detection via An Asymmetrical Consensus State Space Model | Apr 16, 2025 | Anomaly DetectionMamba | —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 |
| Mamba for Scalable and Efficient Personalized Recommendations | Sep 11, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| DYNAMAX: Dynamic computing for Transformers and Mamba based architectures | Apr 29, 2025 | MambaTriviaQA | —Unverified | 0 |
| DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models | Aug 8, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs | Aug 13, 2024 | Dynamic Link PredictionDynamic Node Classification | —Unverified | 0 |
| Pamba: Enhancing Global Interaction in Point Clouds via State Space Model | Jun 25, 2024 | 3D Semantic SegmentationMamba | —Unverified | 0 |
| MAMAT: 3D Mamba-Based Atmospheric Turbulence Removal and its Object Detection Capability | Mar 22, 2025 | MambaObject | —Unverified | 0 |
| Dyadic Mamba: Long-term Dyadic Human Motion Synthesis | May 14, 2025 | MambaMotion Synthesis | —Unverified | 0 |
| BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging | Nov 3, 2024 | Automatic Sleep Stage ClassificationClassification | —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 |
| Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models | Sep 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric Videos | Sep 4, 2024 | DenoisingMamba | —Unverified | 0 |