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# Shape Generation and Completion Through Point-Voxel Diffusion
<p float="left">
<p float="center">
<img src="assets/pvd_teaser.gif" width="80%"/>
</p>
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## Results
Some generation and completion results are as follows.
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<p float="center">
<img src="assets/gen_comp.gif" width="60%"/>
</p>
Multimodal completion on ShapeNet chair.
<p float="left">
<p float="center">
<img src="assets/mm_shapenet.gif" width="80%"/>
</p>
Multimodal completion on PartNet.
<p float="left">
<p float="center">
<img src="assets/mm_partnet.gif" width="80%"/>
</p>
Multimodal completion on RedWood 3DScan Chairs.
<p float="left">
<p float="center">
<img src="assets/mm_redwood.gif" width="80%"/>
</p>