Orientation Matters: Making 3D Generative Models Orientation-Aligned

Yichong Lu, Yuzhuo Tian, Zijin Jiang +7

Humans intuitively perceive object shape and orientation from a single image, guided by strong priors about canonical poses. However, existing 3D generative models often produce mi…