We proposed a method for representing shapes as irregular latent grids. This representation enables 3d generative modeling with autoregressive transformers.
We found a link between shape reconstruction and few-shot learning.
We propose a novel and flexible roof modeling approach that can be used for constructing planar 3D polygon roof meshes. Our method uses a graph structure to encode roof topology and enforces the roof validity by optimizing a simple but effective …
Point cloud instance segmentation
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