| Demystify Mamba in Vision: A Linear Attention Perspective | May 26, 2024 | image-classificationImage Classification | CodeCode Available | 3 |
| Zamba: A Compact 7B SSM Hybrid Model | May 26, 2024 | Mambamodel | —Unverified | 0 |
| MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting | May 26, 2024 | MambaState Space Models | CodeCode Available | 2 |
| UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation | May 25, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting | May 25, 2024 | MambaState Space Models | —Unverified | 0 |
| MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation | May 24, 2024 | Computational EfficiencyLesion Segmentation | CodeCode Available | 0 |
| Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation | May 24, 2024 | Image GenerationMamba | —Unverified | 0 |
| PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning | May 24, 2024 | Mamba | —Unverified | 0 |
| 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 |
| DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis | May 23, 2024 | Image GenerationMamba | CodeCode Available | 3 |
| Scalable Visual State Space Model with Fractal Scanning | May 23, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Mamba-R: Vision Mamba ALSO Needs Registers | May 23, 2024 | MambaSemantic Segmentation | CodeCode Available | 2 |
| MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | May 23, 2024 | Action RecognitionAction Segmentation | —Unverified | 0 |
| Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model | May 23, 2024 | MambaState Space Models | CodeCode Available | 2 |
| EHRMamba: Towards Generalizable and Scalable Foundation Models for Electronic Health Records | May 23, 2024 | Mamba | CodeCode Available | 2 |
| Audio Mamba: Pretrained Audio State Space Model For Audio Tagging | May 22, 2024 | Audio TaggingMamba | —Unverified | 0 |
| HeteGraph-Mamba: Heterogeneous Graph Learning via Selective State Space Model | May 22, 2024 | Graph LearningMamba | —Unverified | 0 |
| I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling | May 22, 2024 | Image GenerationMamba | CodeCode Available | 2 |
| Mamba in Speech: Towards an Alternative to Self-Attention | May 21, 2024 | MambaSpeech Enhancement | CodeCode Available | 2 |
| 3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification | May 21, 2024 | Computational EfficiencyHyperspectral Image Classification | —Unverified | 0 |
| Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? | May 20, 2024 | Atari GamesMamba | CodeCode Available | 0 |
| SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model | May 20, 2024 | Audio ClassificationGPU | CodeCode Available | 2 |
| Mamba-in-Mamba: Centralized Mamba-Cross-Scan in Tokenized Mamba Model for Hyperspectral Image Classification | May 20, 2024 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 2 |
| NetMamba: Efficient Network Traffic Classification via Pre-training Unidirectional Mamba | May 19, 2024 | ClassificationFew-Shot Learning | CodeCode Available | 2 |
