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Awesome Mamba Awesome

Paper collection about Mamba (a selective state space model).

If you come across any papers that have been missed, please feel free to open issues or submit pull requests (recommended).

Papers

Mamba original paper

arXiv papers (From oldest to latest)

  • [MoE-Mamba] MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts [paper] [code] (2024.01.08)

  • [U-Mamba] U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation [paper] [code] [dataset] [homepage] (2024.01.09)

  • [MambaTab] MambaTab: A Simple Yet Effective Approach for Handling Tabular Data [paper] (2024.01.16)

  • [Vision Mamba] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model [paper] [code] (2024.01.17)

  • [VMamba] VMamba: Visual State Space Model [paper] [code] (2024.01.18)

  • [SegMamba] SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation [paper] [code] (2024.01.24)

  • [MambaByte] MambaByte: Token-free Selective State Space Model [paper] [code] (2024.01.24)

  • [MambaMorph] MambaMorph: a Mamba-based Backbone with Contrastive Feature Learning for Deformable MR-CT Registration [paper] [code] (2024.01.24)

  • [Vivim] Vivim: a Video Vision Mamba for Medical Video Object Segmentation [paper] [code] (2024.01.25)

  • [Graph-Mamba] Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces [paper] [code] (2024.02.01)

  • [BioMamba] BioMamba: A Pre-trained Biomedical Language Representation Model Leveraging Mamba [paper] (2024.08.05)

Acknowledgement

Thanks the template from Awesome-Visual-Transformer