PointMamba: A Simple State Space Model for Point Cloud Analysis
Dingkang Liang, Xin Zhou, Wei Xu, Xingkui Zhu, Zhikang Zou, Xiaoqing Ye, Xiao Tan, Xiang Bai · NeurIPS 2024 · 2024
- Status
- To read
- Topics
- backbones
- Feeds
- First paper · height sampling
What they did
Brings the Mamba state space model to point clouds, ordering point tokens with space-filling curves, to model global context at linear cost.
My note
No note yet.
Code
- Repository
- LMD0311/PointMamba
- Framework
- PyTorch
- Licence
- Apache-2.0
- My status
- Not tried
BibTeX
@inproceedings{liang2024-pointmamba,
title = {{PointMamba: A Simple State Space Model for Point Cloud Analysis}},
author = {Dingkang Liang and Xin Zhou and Wei Xu and Xingkui Zhu and Zhikang Zou and Xiaoqing Ye and Xiao Tan and Xiang Bai},
booktitle = {NeurIPS 2024},
year = {2024},
eprint = {2402.10739},
archivePrefix = {arXiv}
}