| RS-Mamba for Large Remote Sensing Image Dense Prediction | Apr 3, 2024 | Building change detection for remote sensing imagesChange Detection | CodeCode Available | 3 |
| Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model | Apr 2, 2024 | DecoderMamba | CodeCode Available | 2 |
| SPMamba: State-space model is all you need in speech separation | Apr 2, 2024 | AllMamba | CodeCode Available | 3 |
| SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding | Apr 1, 2024 | MambaState Space Models | —Unverified | 0 |
| T-Mamba: Frequency-Enhanced Gated Long-Range Dependency for Tooth 3D CBCT Segmentation | Apr 1, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces | Mar 29, 2024 | Decision MakingMamba | CodeCode Available | 1 |
| UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation | Mar 29, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 3 |
| HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional Mamba | Mar 29, 2024 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 |
| Jamba: A Hybrid Transformer-Mamba Language Model | Mar 28, 2024 | GPULanguage Modeling | CodeCode Available | 0 |
| RSMamba: Remote Sensing Image Classification with State Space Model | Mar 28, 2024 | Classificationimage-classification | CodeCode Available | 3 |
| Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation | Mar 27, 2024 | MambaSpeech Separation | CodeCode Available | 2 |
| Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction | Mar 27, 2024 | 3D Generation3DGS | CodeCode Available | 2 |
| RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of Transformers | Mar 27, 2024 | BenchmarkingDocument Ranking | CodeCode Available | 1 |
| Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis | Mar 26, 2024 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion | Mar 26, 2024 | Decision MakingImage Segmentation | —Unverified | 0 |
| ReMamber: Referring Image Segmentation with Mamba Twister | Mar 26, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation | Mar 26, 2024 | Image SegmentationMamba | —Unverified | 0 |
| PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition | Mar 26, 2024 | Image ClassificationInstance Segmentation | CodeCode Available | 3 |
| Mechanistic Design and Scaling of Hybrid Architectures | Mar 26, 2024 | Mamba | CodeCode Available | 2 |
| Proprioception Is All You Need: Terrain Classification for Boreal Forests | Mar 25, 2024 | AllAutonomous Navigation | CodeCode Available | 1 |
| State Space Models as Foundation Models: A Control Theoretic Overview | Mar 25, 2024 | MambaState Space Models | CodeCode Available | 1 |
| Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation | Mar 25, 2024 | 2kMamba | CodeCode Available | 1 |
| CMViM: Contrastive Masked Vim Autoencoder for 3D Multi-modal Representation Learning for AD classification | Mar 25, 2024 | Contrastive LearningMamba | —Unverified | 0 |
| VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting | Mar 25, 2024 | Mamba | CodeCode Available | 2 |
| SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series | Mar 22, 2024 | Inductive BiasMamba | CodeCode Available | 3 |
| Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference | Mar 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation | Mar 20, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 2 |
| ProMamba: Prompt-Mamba for polyp segmentation | Mar 20, 2024 | Image SegmentationMamba | —Unverified | 0 |
| VL-Mamba: Exploring State Space Models for Multimodal Learning | Mar 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ZigMa: A DiT-style Zigzag Mamba Diffusion Model | Mar 20, 2024 | Mambamodel | CodeCode Available | 3 |
| STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model | Mar 19, 2024 | Computational EfficiencyGraph Learning | CodeCode Available | 3 |
| Is Mamba Effective for Time Series Forecasting? | Mar 17, 2024 | Computational EfficiencyMamba | CodeCode Available | 3 |
| On the low-shot transferability of [V]-Mamba | Mar 15, 2024 | Few-Shot LearningMamba | —Unverified | 0 |
| EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba | Mar 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning | Mar 14, 2024 | Efficient ExplorationMamba | CodeCode Available | 1 |
| TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting | Mar 14, 2024 | Computational EfficiencyMamba | CodeCode Available | 3 |
| LocalMamba: Visual State Space Model with Windowed Selective Scan | Mar 14, 2024 | MambaState Space Models | CodeCode Available | 3 |
| Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding | Mar 14, 2024 | MambaMoment Retrieval | CodeCode Available | 3 |
| MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models | Mar 14, 2024 | 3D Face AnimationDiversity | CodeCode Available | 2 |
| VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation | Mar 14, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| MD-Dose: A diffusion model based on the Mamba for radiation dose prediction | Mar 13, 2024 | DenoisingMamba | CodeCode Available | 1 |
| Activating Wider Areas in Image Super-Resolution | Mar 13, 2024 | Image Super-ResolutionMamba | CodeCode Available | 1 |
| LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation | Mar 12, 2024 | Image SegmentationLong-range modeling | CodeCode Available | 2 |
| SSM Meets Video Diffusion Models: Efficient Long-Term Video Generation with Structured State Spaces | Mar 12, 2024 | GPUImage Generation | CodeCode Available | 1 |
| Motion Mamba: Efficient and Long Sequence Motion Generation | Mar 12, 2024 | MambaMotion Generation | CodeCode Available | 2 |
| A multi-cohort study on prediction of acute brain dysfunction states using selective state space models | Mar 11, 2024 | DiagnosticMamba | —Unverified | 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 |
| MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology | Mar 11, 2024 | MambaMultiple Instance Learning | CodeCode Available | 2 |
| VideoMamba: State Space Model for Efficient Video Understanding | Mar 11, 2024 | Action ClassificationMamba | CodeCode Available | 5 |
| The pitfalls of next-token prediction | Mar 11, 2024 | MambaMisconceptions | CodeCode Available | 2 |