Dora: Sampling and Benchmarking for 3D Shape Variational Auto-Encoders

Rui Chen1,2,   Jianfeng Zhang2*,   Yixun Liang1,   Guan Luo2,3,   Weiyu Li1,  

Jiarui Liu

1
Xiu Li2,   Xiaoxiao Long1,   Jiashi Feng2,   Ping Tan1*

*Corresponding authors

1 The Hong Kong University of Science and Technology

2 Bytedance Seed

3 Tsinghua University

Result Gallery for VAE reconstruction in Dora-bench(17 - 20 / 20)

GT geometry

Reconstructed geometry (ours)

Sharp edge sampling (ours)

Uniform sampling

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