Fenggen Yu*

DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly

"We present a differentiable rendering framework to learn structured 3D abstractions in the form of primitive assemblies from sparse RGB images capturing a 3D object. By leveraging differentiable volume rendering, our method does not require 3D supervision. Architecturally, our network follows the g…