/DiffusionPointLable

Primary LanguagePythonMIT LicenseMIT

DiffusionPointLable

🚧 being under repair

dpm generation ckpt and some generated dataset can be found at: [GoogleDriver]

overall2

exp

Acknowledge & Citation

@inproceedings{luo2021diffusion,
  author = {Luo, Shitong and Hu, Wei},
  title = {Diffusion Probabilistic Models for 3D Point Cloud Generation},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2021}
}

@misc{baranchuk2021labelefficient,
      title={Label-Efficient Semantic Segmentation with Diffusion Models}, 
      author={Dmitry Baranchuk and Ivan Rubachev and Andrey Voynov and Valentin Khrulkov and Artem Babenko},
      year={2021},
      eprint={2112.03126},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@inproceedings{zhang2021datasetgan,
  title={Datasetgan: Efficient labeled data factory with minimal human effort},
  author={Zhang, Yuxuan and Ling, Huan and Gao, Jun and Yin, Kangxue and Lafleche, Jean-Francois and Barriuso, Adela and Torralba, Antonio and Fidler, Sanja},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={10145--10155},
  year={2021}
}

@article{tao2020,
      Author = {An Tao},
      Title = {Unsupervised Point Cloud Reconstruction for Classific Feature Learning},
      Journal = {https://github.com/AnTao97/UnsupervisedPointCloudReconstruction},
      Year = {2020}
}