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    1. Home
    2. Computer Vision
    3. Awesome 3D Generation

    Awesome 3D Generation

    A curated list of awesome 3D generation papers covering point clouds, voxels, meshes, and neural representations for creating 3D content from various inputs.

    Overview

    Comprehensive collection of research on 3D generation including various representations like point clouds, voxels, and meshes.

    3D Representations

    • Point clouds
    • Voxel grids
    • Mesh (vertices, faces)
    • Implicit functions (SDF, occupancy)
    • Neural radiance fields (NeRF)

    Generation Methods

    Deep Learning Approaches

    • GANs for 3D
    • VAEs for shapes
    • Diffusion models
    • Transformers

    Input Modalities

    • Text-to-3D
    • Image-to-3D
    • Sketch-to-3D
    • Category-conditional

    Applications

    • Asset generation for games
    • Product design
    • Virtual try-on
    • Architecture visualization

    Datasets

    • ShapeNet
    • ModelNet
    • Objaverse
    • ScanNet

    Pricing

    Free research resources.

    Surveys

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    Information

    Websitegithub.com
    PublishedMar 20, 2026

    Categories

    1 Item
    Computer Vision

    Tags

    3 Items
    #3d-generation#neural-rendering#shape-synthesis

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