| U-Mamba-Net: A highly efficient Mamba-based U-net style network for noisy and reverberant speech separation | Dec 24, 2024 | feature selectionMamba | —Unverified | 0 |
| UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba | Oct 15, 2024 | DecoderMamba | —Unverified | 0 |
| Unified Medical Image Segmentation with State Space Modeling Snake | Jul 17, 2025 | Image SegmentationMamba | —Unverified | 0 |
| UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection | Mar 15, 2025 | 3D Object DetectionMamba | —Unverified | 0 |
| UniUIR: Considering Underwater Image Restoration as An All-in-One Learner | Jan 22, 2025 | AllDepth Estimation | —Unverified | 0 |
| Unleashing the Potential of Mamba: Boosting a LiDAR 3D Sparse Detector by Using Cross-Model Knowledge Distillation | Sep 17, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| M&M: Unsupervised Mamba-based Mastoidectomy for Cochlear Implant Surgery with Noisy Data | Jul 22, 2024 | Mamba | —Unverified | 0 |
| Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers | Mar 14, 2025 | GPUMamba | —Unverified | 0 |
| Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba | Jun 24, 2024 | MambaState Space Models | —Unverified | 0 |
| ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba | Mar 12, 2025 | MambaQuantization | —Unverified | 0 |
| Vision Mamba-based autonomous crack segmentation on concrete, asphalt, and masonry surfaces | Jun 24, 2024 | Crack SegmentationDecoder | —Unverified | 0 |
| Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans | Jun 9, 2024 | Computational EfficiencyEdge Classification | —Unverified | 0 |
| VL-Mamba: Exploring State Space Models for Multimodal Learning | Mar 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VMambaCC: A Visual State Space Model for Crowd Counting | May 7, 2024 | Crowd Countingimage-classification | —Unverified | 0 |
| VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image | Apr 20, 2025 | 3D Interacting Hand Pose EstimationComputational Efficiency | —Unverified | 0 |
| VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis | May 9, 2024 | DecoderDiversity | —Unverified | 0 |
| WaLRUS: Wavelets for Long-range Representation Using SSMs | May 17, 2025 | DiversityMamba | —Unverified | 0 |
| Wave-U-Mamba: An End-To-End Framework For High-Quality And Efficient Speech Super Resolution | Sep 14, 2024 | GPUMamba | —Unverified | 0 |
| Weakly-supervised Mamba-Based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Using 3D T-Distribution Loss | May 23, 2025 | MambaWeakly-supervised Learning | —Unverified | 0 |
| What Makes Two Language Models Think Alike? | Jun 18, 2024 | MambaMetric Learning | —Unverified | 0 |
| Why are state-space models more expressive than n-gram models? | Jun 20, 2023 | MambaMemorization | —Unverified | 0 |
| Why mamba is effective? Exploit Linear Transformer-Mamba Network for Multi-Modality Image Fusion | Sep 5, 2024 | MambaPosition | —Unverified | 0 |
| WMamba: Wavelet-based Mamba for Face Forgery Detection | Jan 16, 2025 | Face SwappingMamba | —Unverified | 0 |
| WSSM: Geographic-enhanced hierarchical state-space model for global station weather forecast | Jan 20, 2025 | MambaState Space Models | —Unverified | 0 |
| XYScanNet: A State Space Model for Single Image Deblurring | Dec 13, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| Zamba: A Compact 7B SSM Hybrid Model | May 26, 2024 | Mambamodel | —Unverified | 0 |
| ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning | Aug 27, 2024 | MambaRepresentation Learning | —Unverified | 0 |
| Enhanced Structured State Space Models via Grouped FIR Filtering and Attention Sink Mechanisms | Aug 1, 2024 | MambaState Space Models | —Unverified | 0 |
| Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL | Jun 8, 2024 | Data AugmentationMamba | CodeCode Available | 0 |
| Cross-organ all-in-one parallel compressed sensing magnetic resonance imaging | May 7, 2025 | Allcompressed sensing | CodeCode Available | 0 |
| Contrast Similarity-Aware Dual-Pathway Mamba for Multivariate Time Series Node Classification | Nov 19, 2024 | Dynamic Time WarpingMamba | CodeCode Available | 0 |
| COMMA: Coordinate-aware Modulated Mamba Network for 3D Dispersed Vessel Segmentation | Mar 4, 2025 | Computational EfficiencyMamba | CodeCode Available | 0 |
| ViM-Disparity: Bridging the Gap of Speed, Accuracy and Memory for Disparity Map Generation | Dec 21, 2024 | Mamba | CodeCode Available | 0 |
| ColorMamba: Towards High-quality NIR-to-RGB Spectral Translation with Mamba | Aug 15, 2024 | Computational EfficiencyImage Colorization | CodeCode Available | 0 |
| The α-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance | Feb 7, 2025 | ImputationMamba | CodeCode Available | 0 |
| Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision Mamba | Sep 25, 2024 | Computational EfficiencyDiagnostic | CodeCode Available | 0 |
| A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging | Jun 4, 2025 | MambaSuper-Resolution | CodeCode Available | 0 |
| MambaPlace:Text-to-Point-Cloud Cross-Modal Place Recognition with Attention Mamba Mechanisms | Aug 28, 2024 | Cross-modal place recognitionMamba | CodeCode Available | 0 |
| S^3-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation | Dec 19, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering | Aug 21, 2024 | Autonomous DrivingComputational Efficiency | CodeCode Available | 0 |
| MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation | Feb 28, 2024 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 0 |
| Mamba Knockout for Unraveling Factual Information Flow | May 30, 2025 | Mamba | CodeCode Available | 0 |
| Mamba Integrated with Physics Principles Masters Long-term Chaotic System Forecasting | May 29, 2025 | EpidemiologyMamba | CodeCode Available | 0 |
| CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement | Feb 19, 2025 | cross-modal alignmentFairness | CodeCode Available | 0 |
| RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer | Feb 16, 2025 | Mamba | CodeCode Available | 0 |
| Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation | Jul 2, 2025 | MambaSegmentation | CodeCode Available | 0 |
| Mamba Fusion: Learning Actions Through Questioning | Sep 17, 2024 | Action AnticipationAction Recognition | CodeCode Available | 0 |
| Revenge of the Fallen? Recurrent Models Match Transformers at Predicting Human Language Comprehension Metrics | Apr 30, 2024 | Mamba | CodeCode Available | 0 |
| Revealing and Mitigating the Local Pattern Shortcuts of Mamba | Oct 21, 2024 | MambaState Space Models | CodeCode Available | 0 |
| ReMamba: Equip Mamba with Effective Long-Sequence Modeling | Aug 28, 2024 | Mamba | CodeCode Available | 0 |