On the generalization of learning-based 3D reconstruction

Miguel Angel Bautista, Walter Talbott, Shuangfei Zhai +2

State-of-the-art learning-based monocular 3D reconstruction methods learn priors over object categories on the training set, and as a result struggle to achieve reasonable generali…