Learning Implicit Fields for Generative Shape Modeling

With remarkable progress made on generative modeling of images using VAEs [24], GANs [3, 15, 34], autoregres-sive networks [41], and flow-based models [23], there have been considerably fewer works on generative models of 3D shapes. Girdhar et al. [14] learned an embedding space of 3D voxel shapes for 3D shape inference from images and shape ...

  Phases, Modeling, Field, Learning, Generative, Implicit, Learning implicit fields for generative shape modeling