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cs.GR2019
DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction
Jiongchao Jin, Akshay Gadi Patil, Zhang Xiong +1
We introduce a differential visual similarity metric to train deep neural networks for 3D reconstruction, aimed at improving reconstruction quality. The metric compares two 3D shap…
cs.GR2018
GRAINS: Generative Recursive Autoencoders for INdoor Scenes
Manyi Li, Akshay Gadi Patil, Kai Xu +7
We present a generative neural network which enables us to generate plausible 3D indoor scenes in large quantities and varieties, easily and highly efficiently. Our key observation…