IM-3D: iterative multiview diffusion and reconstruction for high-quality 3D generation

Most text-to-3D generators build upon off-the-shelf text-to-image models trained on billions of images. They use variants of Score Distillation Sampling (SDS), which is slow, somewhat unstable, and prone to artifacts. A mitigation is to fine-tune the 2D generator to be multi-view aware, which can he...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Melas-Kyriazi, L, Laina, I, Rupprecht, C, Neverova, N, Vedaldi, A, Gafni, O, Kokkinos, F
Format: Internet publication
Sprache:English
Veröffentlicht: 2024