Spiking Point Mamba (ICCV 2025)

🚀 This is the official PyTorch implementation of the ICCV 2025 paper:
Efficient Spiking Point Mamba for Point Cloud Analysis

Getting Started

Datasets

See DATASET.md for details.

Environment

See PREPARE.md for details.

Usage

See USAGE.md for details.

Acknowledgement

This project is based on PointMamba (paper, code), Point-MAE (paper, code), Mamba (paper, code), Causal-Conv1d (code). Thanks for their wonderful works.

Citation

If you find this work useful, please consider citing:

@article{wu2025efficient,
  title={Efficient Spiking Point Mamba for Point Cloud Analysis},
  author={Wu, Peixi and Chai, Bosong and Zheng, Menghua and Li, Wei and Hu, Zhangchi and Chen, Jie and Zhang, Zheyu and Li, Hebei and Sun, Xiaoyan},
  journal={arXiv preprint arXiv:2504.14371},
  year={2025}
}

Feel free to contribute and reach out if you have any questions!