% Key papers for Mamba architectures (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2025_mambaout_26914,
  title = {{MambaOut: Do We Really Need Mamba for Vision?}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33055},
}

@inproceedings{cvpr2025_efficientvim_26106,
  title = {{EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33920},
}

@inproceedings{neurips2024_mambaad_70757,
  title = {{MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96369},
}

@inproceedings{neurips2024_demystify_71727,
  title = {{Demystify Mamba in Vision: A Linear Attention Perspective}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95559},
}

@inproceedings{neurips2024_decision_74403,
  title = {{Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93166},
}

@inproceedings{cvpr2025_2dmamba_25325,
  title = {{2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35072},
}

@inproceedings{aaai2025_sigma_10609,
  title = {{SIGMA: Selective Gated Mamba for Sequential Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33336},
}

@inproceedings{cvpr2025_jamma_26663,
  title = {{JamMa: Ultra-lightweight Local Feature Matching with Joint Mamba}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33022},
}

@inproceedings{cvpr2025_acl_25388,
  title = {{ACL: Activating Capability of Linear Attention for Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34609},
}

@inproceedings{cvpr2025_mambaic_26912,
  title = {{MambaIC: State Space Models for High-Performance Learned Image Compression}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34328},
}

@inproceedings{cvpr2025_m3amba_26830,
  title = {{M3amba: Memory Mamba is All You Need for Whole Slide Image Classification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32434},
}

@inproceedings{cvpr2025_occmamba_27111,
  title = {{OccMamba: Semantic Occupancy Prediction with State Space Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34748},
}

@inproceedings{cvpr2025_binarized_25587,
  title = {{Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34198},
}

@inproceedings{neurips2024_ecmamba_73753,
  title = {{ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93749},
}

@inproceedings{neurips2024_the_74268,
  title = {{The Mamba in the Llama: Distilling and Accelerating Hybrid Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93289},
}

@inproceedings{cvpr2025_mamba_26909,
  title = {{Mamba-Adaptor: State Space Model Adaptor for Visual Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34117},
}

@inproceedings{neurips2024_mambalrp_70299,
  title = {{MambaLRP: Explaining Selective State Space Sequence Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96794},
}

@inproceedings{aaai2025_boosting_8287,
  title = {{Boosting Vision State Space Model with Fractal Scanning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32934},
}

@inproceedings{iclr2025_spatial_83098,
  title = {{Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28708},
}

@inproceedings{neurips2025_mamba_77063,
  title = {{Mamba Modulation: On the Length Generalization of Mamba Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=QEU047bE8p},
}