Ruslan Rakhimov

NAMVIS: Next-Scale Autoregressive Multi-View Image Synthesis

Sparse-view novel view synthesis is a central problem in 3D content creation, but diffusion-based approaches remain limited by iterative denoising, making multi-view generation expensive at inference time. We introduce NAMVIS, a diffusion-free framework that reformulates multi-view image synthesis as geometry-condition...