Investigating the Nature of 3D Generalization in Deep Neural Networks

Shoaib Ahmed Siddiqui, David Krueger, Thomas Breuel

Visual object recognition systems need to generalize from a set of 2D training views to novel views. The question of how the human visual system can generalize to novel views has b…