Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer

Wenzheng Chen, Huan Ling, Jun Gao, Edward Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler

Neural Information Processing Systems 

Enabling ML models to understand image formation might be key for generalization.