Shape Generation via Weight Space Learning

Maximilian Plattner, Arturs Berzins, Johannes Brandstetter

Foundation models for 3D shape generation have recently shown a remarkable capacity to encode rich geometric priors across both global and local dimensions. However, leveraging the…