1 hasil untuk "Nicholas Sharp"

DiffusionNet: Discretization Agnostic Learning on Surfaces

Nicholas Sharp; Souhaib Attaiki; Keenan Crane dkk.

ACM Transactions on Graphics · 2022 · Inggris · OpenAlex Scopus

We introduce a new general-purpose approach to deep learning on three-dimensional surfaces based on the insight that a simple diffusion layer is highly effective for spatial communication. The resulting networks are automatically robust to changes in resolution and sampling of a surface—a basic…