Awesome 3D AIGC Resources

A curated list of papers and open-source resources focused on 3D AIGC, intended to keep pace with the anticipated surge of research in the coming months. If you have any additions or suggestions, feel free to contribute. Additional resources like blog posts, videos, etc. are also welcome.

Table of contents

• Survey
• Text to 3D Generation
• Image to 3D Generation
• Audio to 3D Generation
• 3D Editing
• Human Avatar Generation
• City/Autonomous Driving
• SLAM
• BioMedical
• 4D AIGC
• Misc
• Open Source Implementations
  • Reference
  • Unofficial Implementations
  • Datasets
  • Other
• Practical Tools
• Blog Posts
• Tutorial Videos
• Credits

Mar. 4, 2024: Update several CVPR 2024 papers.

Jan 23, 2024: Update several ICLR 2024 papers.

Jan 19, 2024: Update several ICLR 2024 papers.

Jan 11, 2024: Add AGG and recent papers.

Jan 10, 2024: Add DreamGaussian (3D version) and several avatar papers.

Jan 6, 2024: Add recent papers.

Jan 2, 2024: Add papers to image to 3d generation.

Dec 29, 2023: Contribute to the section on text-to-3d by adding new papers with their publication years.

Dec 27, 2023: Initial list with first 15 papers.

Survey:

1. Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era [arxiv 2023.05]

Authors: Chenghao Li, Chaoning Zhang, Atish Waghwase, Lik-Hang Lee, Francois Rameau, Yang Yang, Sung-Ho Bae, Choong Seon Hong

📄 Paper

2. Deep Generative Models on 3D Representations: A Survey [arxiv 2023.10]

Authors: Zifan Shi, Sida Peng, Yinghao Xu, Andreas Geiger, Yiyi Liao, Yujun Shen

📄 Paper | 🌐 Project Page

3. A survey of deep learning-based 3D shape generation [Computational Visual Media 2023.05]

Authors: Qun-Ce Xu, Tai-Jiang Mu, Yong-Liang Yang

📄 Paper

4. Learning Generative Models of 3D Structures [Computer Graphics Forum 2020.05]

Authors: Siddhartha Chaudhuri, Daniel Ritchie, Jiajun Wu, Kai Xu, Hao Zhang

📄 Paper

5. A Survey on 3D Gaussian Splatting [arxiv 2024.01]

Authors: Guikun Chen, Wenguan Wang

6. A Survey on Deep Generative 3D-aware Image Synthesis [ACM Computing Surveys 2023.11]

Authors: WEIHAO XIA JING-HAO XUE