| HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation | Aug 21, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model | Aug 7, 2024 | 3D Human Pose EstimationLong-range modeling | CodeCode Available | 2 |
| 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 |
| VSSD: Vision Mamba with Non-Causal State Space Duality | Jul 26, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| 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 |
| 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 |
| Just read twice: closing the recall gap for recurrent language models | Jul 7, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| SUM: Saliency Unification through Mamba for Visual Attention Modeling | Jun 25, 2024 | MambaMarketing | CodeCode Available | 2 |
| Soft Masked Mamba Diffusion Model for CT to MRI Conversion | Jun 22, 2024 | Computed Tomography (CT)Image Generation | CodeCode Available | 2 |
| Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection | Jun 15, 2024 | 3D Object DetectionComputational Efficiency | CodeCode Available | 2 |
| Autoregressive Pretraining with Mamba in Vision | Jun 11, 2024 | Mamba | CodeCode Available | 2 |
| CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection | Jun 6, 2024 | Change DetectionMamba | CodeCode Available | 2 |
| Audio Mamba: Bidirectional State Space Model for Audio Representation Learning | Jun 5, 2024 | Audio ClassificationClassification | CodeCode Available | 2 |
| Demystifying AI Platform Design for Distributed Inference of Next-Generation LLM models | Jun 3, 2024 | ChunkingMamba | CodeCode Available | 2 |
| DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark | May 30, 2024 | DeepFake DetectionMamba | CodeCode Available | 2 |
| DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention | May 28, 2024 | GPUMamba | CodeCode Available | 2 |
| TokenUnify: Scalable Autoregressive Visual Pre-training with Mixture Token Prediction | May 27, 2024 | MambaPrediction | CodeCode Available | 2 |
| Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation | May 27, 2024 | Data AugmentationDrug Discovery | CodeCode Available | 2 |
| MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting | May 26, 2024 | MambaState Space Models | CodeCode Available | 2 |
| PoinTramba: A Hybrid Transformer-Mamba Framework for Point Cloud Analysis | May 24, 2024 | Art AnalysisComputational Efficiency | CodeCode Available | 2 |
| Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models | May 24, 2024 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 2 |
| Mamba-R: Vision Mamba ALSO Needs Registers | May 23, 2024 | MambaSemantic Segmentation | CodeCode Available | 2 |
