2025
Orientation Matters: Making 3D Generative Models Orientation-Aligned
NeurIPS 2025poster
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 misaligned results due to inconsistent training data, limiting their usability in downstream tasks. To address this gap, w…