An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering

Nikola Zubić, Pietro Liò

Differentiable rendering is a very successful technique that applies to a Single-View 3D Reconstruction. Current renderers use losses based on pixels between a rendered image of so…