One photo in. A full 3D scene out.

What this post added

Introduces PixARMesh, a new single-image 3D scene reconstruction method that uses an autoregressive Transformer to predict object poses and meshes token by token. This approach enables direct generation of artist-ready meshes without relying on implicit representations or multi-stage pipelines, improving reconstruction quality and efficiency for complex 3D scenes.