justimyhxu/awesome-3D-generation resource

Health v2 · maintenance only

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Adoption not part of the score

1198 stars · 61 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of research papers on 3D generation, covering 3D shape generation and 3D-aware image generation, accompanied by an arXiv survey. It organizes works by representation type such as point cloud, voxel, mesh, and neural field.

Use cases

• find papers on 3d shape generation
• survey of 3d-aware image generation research
• learn about generative models for point clouds and meshes
• track the evolution of deep generative 3d models
• find code implementations for 3d generation papers
• research neural field and NeRF generative methods

When to choose

• you need a structured reading list of 3D generation research with links to code
• you are surveying generative models across different 3D representations
• you want an academic overview backed by a published survey paper

When to avoid

• you need runnable software or a library rather than a paper list
• you need actively maintained coverage of the newest 2024+ papers
• you are looking for 3D reconstruction rather than generation

Facets

learning-resource · maturity maintenance

machine-learning deep-learning graphics deep-learning computer-vision graphics tutorials cross-platform awesome-list 3d-generation generative-models papers survey neural-fields point-cloud

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markdown · JSON · MCP: product_card(name="justimyhxu/awesome-3D-generation")