| BioMamba: A Pre-trained Biomedical Language Representation Model Leveraging Mamba | Aug 5, 2024 | Mamba | CodeCode Available | 1 |
| Mamba-Spike: Enhancing the Mamba Architecture with a Spiking Front-End for Efficient Temporal Data Processing | Aug 4, 2024 | Mamba | CodeCode Available | 1 |
| DeMansia: Mamba Never Forgets Any Tokens | Aug 4, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| A Survey of Mamba | Aug 2, 2024 | MambaState Space Models | —Unverified | 0 |
| Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement | Aug 2, 2024 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 2 |
| Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification | Aug 2, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| MambaST: A Plug-and-Play Cross-Spectral Spatial-Temporal Fuser for Efficient Pedestrian Detection | Aug 2, 2024 | Autonomous DrivingMamba | CodeCode Available | 1 |
| Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification | Aug 2, 2024 | Computational EfficiencyHyperspectral Image Classification | CodeCode Available | 0 |
| WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification | Aug 2, 2024 | Computational EfficiencyHyperspectral Image Classification | —Unverified | 0 |
| DiM-Gesture: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 framework | Aug 1, 2024 | Gesture GenerationMamba | —Unverified | 0 |
| Enhanced Structured State Space Models via Grouped FIR Filtering and Attention Sink Mechanisms | Aug 1, 2024 | MambaState Space Models | —Unverified | 0 |
| Cross-Scan Mamba with Masked Training for Robust Spectral Imaging | Aug 1, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| MonoMM: A Multi-scale Mamba-Enhanced Network for Real-time Monocular 3D Object Detection | Aug 1, 2024 | 3D Object DetectionComputational Efficiency | —Unverified | 0 |
| MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network | Jul 30, 2024 | DiagnosticMamba | —Unverified | 0 |
| ML-Mamba: Efficient Multi-Modal Large Language Model Utilizing Mamba-2 | Jul 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MaTrRec: Uniting Mamba and Transformer for Sequential Recommendation | Jul 27, 2024 | MambaRecommendation Systems | CodeCode Available | 0 |
| Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration | Jul 27, 2024 | DisentanglementImage Registration | CodeCode Available | 1 |
| Mamba-UIE: Enhancing Underwater Images with Physical Model Constraint | Jul 27, 2024 | Image EnhancementMamba | CodeCode Available | 0 |
| VSSD: Vision Mamba with Non-Causal State Space Duality | Jul 26, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| LION: Linear Group RNN for 3D Object Detection in Point Clouds | Jul 25, 2024 | 3D Object DetectionLong-range modeling | CodeCode Available | 3 |
| Harnessing Temporal Causality for Advanced Temporal Action Detection | Jul 25, 2024 | Action DetectionAction Recognition | CodeCode Available | 3 |
| ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement | Jul 25, 2024 | Anomaly LocalizationImage Reconstruction | —Unverified | 0 |
| MxT: Mamba x Transformer for Image Inpainting | Jul 23, 2024 | Image InpaintingMamba | CodeCode Available | 1 |
| Mamba meets crack segmentation | Jul 22, 2024 | Crack SegmentationMamba | CodeCode Available | 1 |
| GFE-Mamba: Mamba-based AD Multi-modal Progression Assessment via Generative Feature Extraction from MCI | Jul 22, 2024 | Mamba | CodeCode Available | 1 |
| M&M: Unsupervised Mamba-based Mastoidectomy for Cochlear Implant Surgery with Noisy Data | Jul 22, 2024 | Mamba | —Unverified | 0 |
| EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification | Jul 20, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| FMamba: Mamba based on Fast-attention for Multivariate Time-series Forecasting | Jul 20, 2024 | MambaMultivariate Time Series Forecasting | —Unverified | 0 |
| Investigating the Indirect Object Identification circuit in Mamba | Jul 19, 2024 | MambaObject | CodeCode Available | 0 |
| Longhorn: State Space Models are Amortized Online Learners | Jul 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| GroupMamba: Efficient Group-Based Visual State Space Model | Jul 18, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| MLSA4Rec: Mamba Combined with Low-Rank Decomposed Self-Attention for Sequential Recommendation | Jul 18, 2024 | MambaRecommendation Systems | —Unverified | 0 |
| Serialized Point Mamba: A Serialized Point Cloud Mamba Segmentation Model | Jul 17, 2024 | 3D Instance Segmentation3D Reconstruction | —Unverified | 0 |
| Mamba-PTQ: Outlier Channels in Recurrent Large Language Models | Jul 17, 2024 | MambaModel Compression | —Unverified | 0 |
| PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer | Jul 16, 2024 | 2D Object DetectionComputational Efficiency | —Unverified | 0 |
| MM-Tracker: Motion Mamba with Margin Loss for UAV-platform Multiple Object Tracking | Jul 15, 2024 | MambaMultiple Object Tracking | CodeCode Available | 1 |
| An Empirical Study of Mamba-based Pedestrian Attribute Recognition | Jul 15, 2024 | ArticlesAttribute | —Unverified | 0 |
| OPa-Ma: Text Guided Mamba for 360-degree Image Out-painting | Jul 15, 2024 | Image GenerationMamba | —Unverified | 0 |
| ISMRNN: An Implicitly Segmented RNN Method with Mamba for Long-Term Time Series Forecasting | Jul 15, 2024 | MambaSegmentation | —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 |
| InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation | Jul 14, 2024 | MambaMotion Generation | CodeCode Available | 1 |
| Speech Slytherin: Examining the Performance and Efficiency of Mamba for Speech Separation, Recognition, and Synthesis | Jul 13, 2024 | Mambaspeech-recognition | CodeCode Available | 2 |
| Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers | Jul 13, 2024 | MambaState Space Models | CodeCode Available | 2 |
| Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba | Jul 12, 2024 | 3D Hand Pose EstimationMamba | CodeCode Available | 2 |
| SliceMamba with Neural Architecture Search for Medical Image Segmentation | Jul 11, 2024 | Image SegmentationMamba | —Unverified | 0 |
| DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing | Jul 11, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| VideoMamba: Spatio-Temporal Selective State Space Model | Jul 11, 2024 | Mambamodel | CodeCode Available | 1 |
| SR-Mamba: Effective Surgical Phase Recognition with State Space Model | Jul 11, 2024 | DecoderMamba | CodeCode Available | 0 |
| ST-Mamba: Spatial-Temporal Mamba for Traffic Flow Estimation Recovery using Limited Data | Jul 11, 2024 | Cloud ComputingMamba | —Unverified | 0 |
| GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification | Jul 11, 2024 | Computational EfficiencyGraph structure learning | CodeCode Available | 1 |