| SITSMamba for Crop Classification based on Satellite Image Time Series | Sep 15, 2024 | ClassificationCrop Classification | CodeCode Available | 1 |
| Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion | Sep 15, 2024 | Mamba | CodeCode Available | 1 |
| Self-supervised Learning for Acoustic Few-Shot Classification | Sep 15, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| Wave-U-Mamba: An End-To-End Framework For High-Quality And Efficient Speech Super Resolution | Sep 14, 2024 | GPUMamba | —Unverified | 0 |
| MambaFoley: Foley Sound Generation using Selective State-Space Models | Sep 13, 2024 | DenoisingMamba | CodeCode Available | 0 |
| Mamba-YOLO-World: Marrying YOLO-World with Mamba for Open-Vocabulary Detection | Sep 13, 2024 | MambaOpen Vocabulary Object Detection | CodeCode Available | 2 |
| Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images | Sep 13, 2024 | Image SegmentationMamba | —Unverified | 0 |
| Integration of Mamba and Transformer -- MAT for Long-Short Range Time Series Forecasting with Application to Weather Dynamics | Sep 13, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation | Sep 12, 2024 | Brain SegmentationMamba | CodeCode Available | 0 |
| Microscopic-Mamba: Revealing the Secrets of Microscopic Images with Just 4M Parameters | Sep 12, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation | Sep 12, 2024 | Mamba | CodeCode Available | 1 |
| Mamba for Scalable and Efficient Personalized Recommendations | Sep 11, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Rethinking Mamba in Speech Processing by Self-Supervised Models | Sep 11, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement | Sep 11, 2024 | DemosaickingDenoising | CodeCode Available | 1 |
| Mamba Policy: Towards Efficient 3D Diffusion Policy with Hybrid Selective State Models | Sep 11, 2024 | Mamba | —Unverified | 0 |
| PPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation | Sep 10, 2024 | MambaSemantic Segmentation | —Unverified | 0 |
| DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification | Sep 9, 2024 | Mamba | —Unverified | 0 |
| SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching | Sep 9, 2024 | Image SegmentationImage Stitching | —Unverified | 0 |
| Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling | Sep 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| TF-Mamba: A Time-Frequency Network for Sound Source Localization | Sep 8, 2024 | MambaSound Source Localization | —Unverified | 0 |
| Mamba-Enhanced Text-Audio-Video Alignment Network for Emotion Recognition in Conversations | Sep 8, 2024 | Emotion RecognitionMamba | CodeCode Available | 1 |
| Cross-attention Inspired Selective State Space Models for Target Sound Extraction | Sep 7, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| MpoxMamba: A Grouped Mamba-based Lightweight Hybrid Network for Mpox Detection | Sep 6, 2024 | Mamba | CodeCode Available | 0 |
| Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model | Sep 6, 2024 | MambaRetinal Vessel Segmentation | —Unverified | 0 |
| State-space models are accurate and efficient neural operators for dynamical systems | Sep 5, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| Why mamba is effective? Exploit Linear Transformer-Mamba Network for Multi-Modality Image Fusion | Sep 5, 2024 | MambaPosition | —Unverified | 0 |
| UV-Mamba: A DCN-Enhanced State Space Model for Urban Village Boundary Identification in High-Resolution Remote Sensing Images | Sep 5, 2024 | Boundary DetectionDecoder | CodeCode Available | 1 |
| Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion Models | Sep 4, 2024 | DecoderImage Reconstruction | —Unverified | 0 |
| An Analysis of Linear Complexity Attention Substitutes with BEST-RQ | Sep 4, 2024 | MambaSelf-Supervised Learning | —Unverified | 0 |
| MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric Videos | Sep 4, 2024 | DenoisingMamba | —Unverified | 0 |
| LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture | Sep 4, 2024 | GPUMamba | CodeCode Available | 3 |
| PixelBytes: Catching Unified Embedding for Multimodal Generation | Sep 3, 2024 | Mambamultimodal generation | CodeCode Available | 0 |
| Deep Learning Techniques for Atmospheric Turbulence Removal: A Review | Sep 3, 2024 | Deep LearningMamba | —Unverified | 0 |
| Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion | Sep 3, 2024 | Long-range modelingMamba | —Unverified | 0 |
| SSD4Rec: A Structured State Space Duality Model for Efficient Sequential Recommendation | Sep 2, 2024 | MambaRecommendation Systems | CodeCode Available | 1 |
| FMRFT: Fusion Mamba and DETR for Query Time Sequence Intersection Fish Tracking | Sep 2, 2024 | Mamba | —Unverified | 0 |
| DS MYOLO: A Reliable Object Detector Based on SSMs for Driving Scenarios | Sep 2, 2024 | MambaObject | —Unverified | 0 |
| A Hybrid Transformer-Mamba Network for Single Image Deraining | Aug 31, 2024 | MambaRain Removal | CodeCode Available | 2 |
| Sparse Mamba: Introducing Controllability, Observability, And Stability To Structural State Space Models | Aug 31, 2024 | MambaState Space Models | —Unverified | 0 |
| TrackSSM: A General Motion Predictor by State-Space Model | Aug 31, 2024 | DecoderMamba | CodeCode Available | 1 |
| Stochastic Layer-Wise Shuffle: A Good Practice to Improve Vision Mamba Training | Aug 30, 2024 | Image ClassificationMamba | CodeCode Available | 1 |
| ReMamba: Equip Mamba with Effective Long-Sequence Modeling | Aug 28, 2024 | Mamba | CodeCode Available | 0 |
| Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need | Aug 28, 2024 | AllMamba | CodeCode Available | 1 |
| SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors | Aug 28, 2024 | AnatomyMamba | —Unverified | 0 |
| MambaPlace:Text-to-Point-Cloud Cross-Modal Place Recognition with Attention Mamba Mechanisms | Aug 28, 2024 | Cross-modal place recognitionMamba | CodeCode Available | 0 |
| DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis | Aug 27, 2024 | Aspect-Based Sentiment AnalysisKolmogorov-Arnold Networks | —Unverified | 0 |
| MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based Decoders | Aug 27, 2024 | DecoderMamba | CodeCode Available | 1 |
| ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning | Aug 27, 2024 | MambaRepresentation Learning | —Unverified | 0 |
| The Mamba in the Llama: Distilling and Accelerating Hybrid Models | Aug 27, 2024 | GPULanguage Modeling | CodeCode Available | 3 |
| MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image Classification | Aug 26, 2024 | Computational Efficiencyimage-classification | CodeCode Available | 1 |