Meshes with shared connectivity are simplified into a hierarchy, and a VAE with graph convolutions and edge-contraction pooling reconstructs unseen deformations with lower error and fewer parameters than prior mesh VAEs.
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Mesh Variational Autoencoders with Edge Contraction Pooling
Meshes with shared connectivity are simplified into a hierarchy, and a VAE with graph convolutions and edge-contraction pooling reconstructs unseen deformations with lower error and fewer parameters than prior mesh VAEs.