Artur Jesslen*

NOVUM: Neural Object Volumes for Robust Object Classification

"Discriminative models for object classification typically learn image-based representations that do not capture the compositional and 3D nature of objects. In this work, we show that explicitly integrating 3D compositional object representations into deep networks for image classification leads to…