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A curated list of papers and open-source resources focused on 3D AIGC.

339
GitHub Stars
96
Curated Resources
12
Categories
7 hours ago
Last Refreshed
Survey:Text to 3D Generation:Image to 3D Generation:Audio to 3D Generation:3D Editing:Human-Avatar Generation:Autonomous Driving:BioMedical:4D AIGCMisc:Practical ToolsCredits

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"Show me 2. deep generative models on 3d representations: a survey [arxiv 2023.10] resources from awesome-3d-aigc"

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Practical Tools

Credits

Survey:

  • 📄 Paper2. Deep Generative Models on 3D Representations: A Survey [arxiv 2023.10]

    🌐 Project Page

  • 📄 Paper6. A Survey on Deep Generative 3D-aware Image Synthesis [ACM Computing Surveys 2023.11]

    🌐 Project Page

Text to 3D Generation:

  • 📄 Paper9. Dream Fields: Zero-Shot Text-Guided Object Generation with Dream Fields [CVPR 2022 and AI4CC 2022 (Best Poster)]

    🌐 Project Page💻 Code

  • 📄 Paper16. DMV3D:Denoising Multi-View Diffusion using 3D Large Reconstruction Model [ICLR 2024]

    🌐 Project Page

  • 📄 Paper1. DreamFusion: Text-to-3D using 2D Diffusion [ICLR 2023]

    🌐 Project Page💻 Code

  • 📄 Paper2. Shapeglot: Learning Language for Shape Differentiation [CVPR 2019]

    💻 Code

  • 📄 Paper3. Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings [ACCV 2018]

    🌐 Project Page💻 Code

  • 📄 Paper4. ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model [NeurIPS 2022]

    🌐 Project Page

Image to 3D Generation:

  • 📄 Paper9. DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior [arxiv 2023.10]

    🌐 Project Page💻 Code

  • 📄 Paper21. GaussianObject: Just Taking Four Images to Get A High-Quality 3D Object with Gaussian Splatting [arxiv 2024.02]

    🌐 Project Page💻 Code

  • 📄 Paper1. Zero-1-to-3: Zero-shot One Image to 3D Object [ICCV 2023]

    🌐 Project Page💻 Code🤗 Hugging Face

  • 📄 Paper2. Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model [arxiv 2023.10]

    🌐 Project Page💻 Code🤗 Hugging Face

  • 📄 Paper3. One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization [arxiv 2023.06]

    🌐 Project Page💻 Code

  • 📄 Paper4. One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D Diffusion [arxiv 2023.11]

    🌐 Project Page💻 Code

Human-Avatar Generation:

  • 📄 Paper24. Multi-view Consistent 3D Gaussian Head Avatars 'without' Multi-view Generation [CVPR 2026]

    🌐 Project Page💻 Code

  • 📄 Paper1. AvatarBooth: High-Quality and Customizable 3D Human Avatar Generation [arxiv 2023.06]

    🌐 Project Page💻 Code

  • 📄 Paper4. En3D: An Enhanced Generative Model for Sculpting 3D Humans from 2D Synthetic Data [arxiv 2024.01]

    🌐 Project Page💻 Code

  • 📄 Paper5. Make-A-Character: High Quality Text-to-3D Character Generation within Minutes [arxiv 2023.12]

    🌐 Project Page💻 Code

  • 📄 Paper7. DreamHuman: Animatable 3D Avatars from Text [NeurIPS 2023]

    🌐 Project Page

  • 📄 Paper8. Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction [NeurIPS 2023]

    🌐 Project Page💻 Code

4D AIGC

  • 📄 Paper3. Learning 3D Animal Motions from Unlabeled Online Videos [arxiv 2023.12]

    🌐 Project Page💻 Code

  • 📄 Paper1. 4DGen: Grounded 4D Content Generation with Spatial-temporal Consistency [arxiv 2023.12]

    🌐 Project Page💻 Code

  • 📄 Paper2. DreamGaussian4D: Generative 4D Gaussian Splatting [arxiv 2023.12]

    🌐 Project Page💻 Code

  • 📄 Paper5. WonderJourney: Going from Anywhere to Everywhere [arxiv 2023.12]

    🌐 Project Page💻 Code

  • 📄 Paper6. Text-To-4D Dynamic Scene Generation [ICML 2023]

    🌐 Project Page

  • 📄 Paper7. Consistent4D: Consistent 360° Dynamic Object Generation from Monocular Video [ICLR 2024]

    🌐 Project Page💻 Code

Audio to 3D Generation:

  • 📄 Paper1. From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations [arxiv 2024.01]

    🌐 Project Page💻 Code

Showing a sample of 96 resources. View the full list on GitHub →