NAISR: A 3D Neural Additive Model for Interpretable Shape Representation

1 code implementation • 16 Mar 2023 • Yining Jiao, Carlton Zdanski, Julia Kimbell, Andrew Prince, Cameron Worden, Samuel Kirse, Christopher Rutter, Benjamin Shields, William Dunn, Jisan Mahmud, Marc Niethammer

However, given a set of 3D shapes with associated covariates there is at present no shape representation method which allows to precisely represent the shapes while capturing the individual dependencies on each covariate.

3D Shape Reconstruction Disentanglement +1