Ara Danielyan

LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies

Generative models for 3D shapes represented by hierarchies of parts can generate realistic and diverse sets of outputs. However, existing models suffer from the key practical limitation of modelling shapes holistically and thus cannot perform conditional sampling, i.e. they are not able to generate…