MeshFlow authors (CVPR 2026 Highlight) · 3D Generation

MeshFlow

Generates artist-quality 3D meshes with continuous geometry and explicit connectivity in ~1 second (~18x faster than autoregressive mesh decoders) by pairing a MeshVAE that compresses meshes into a continuous unquantized latent (vertex positions, normals, edge embeddings) with a flow-based diffusion transformer denoising all tokens in parallel. Unconditional, point-cloud and image-to-mesh.