Guided and Unguided Conditional Diffusion Mechanisms for Structured and Semantically-Aware 3D Point Cloud Generation

BibTeX

@INPROCEEDINGS{11471449,
  author={Stone, Gunner and Sarker, Sushmita and Tavakkoli, Alireza},
  booktitle={2025 International Conference on Machine Learning and Applications (ICMLA)}, 
  title={Guided and Unguided Conditional Diffusion Mechanisms for Structured and Semantically-Aware 3D Point Cloud Generation}, 
  year={2025},
  volume={},
  number={},
  pages={802-807},
  keywords={Protocols;HTTP;Radio access networks;Regional area networks;Diffusion processes;Semiconductor device manufacture;Diffusion models;Learning (artificial intelligence);Machine learning;Representation learning;3d point clouds;generative models;diffusion models;computer vision;geometry and semantics;segmentation-aware synthesis;point cloud generation;representation learning;deep learning},
  doi={10.1109/ICMLA66185.2025.00117}}