One View Is Enough! Monocular Training for In-the-Wild Novel View Generation

Adrien Ramanana Rahary, Nicolas Dufour, Patrick Perez +1

Monocular novel-view synthesis has long required multi-view image pairs for supervision, limiting training data scale and diversity. We argue it is not necessary: one view is enoug…