encoder word embedding condition image lr image coarse image generator encoder sharing weights sharing weights + z ⇠ n ( 0 , 1 ) “ side ” + condition image target .
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision