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3DShape2VecSet: A 3d shape representation for neural fields and generative diffusion models

We introduce 3DShape2VecSet, a novel shape representation for neural fields designed for generative diffusion models. Our shape representation can encode 3D shapes given as surface models or point clouds, and represents them as neural fields. The …