Viewset Diffusion: (0-)image-conditioned 3D generative models from 2D data

We present Viewset Diffusion, a diffusion-based generator that outputs 3D objects while only using multi-view 2D data for supervision. We note that there exists a one-to-one mapping between viewsets, i.e., collections of several 2D views of an object, and 3D models. Hence, we train a diffusion model...

Full description

Bibliographic Details
Main Authors: Szymanowicz, S, Rupprecht, C, Vedaldi, A
Format: Conference item
Language:English
Published: IEEE 2024