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Data normalization and enabling geometric initialization #1

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mqadri9 opened this issue Mar 16, 2023 · 0 comments
Open

Data normalization and enabling geometric initialization #1

mqadri9 opened this issue Mar 16, 2023 · 0 comments

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@mqadri9
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mqadri9 commented Mar 16, 2023

The current procedure of randomly initializing the SDF weights can lead to network training instabilities. The following could help in mitigating the issue:

Normalize data such that the 3D object is enclosed by the unit sphere
Enable geometric initialization of network weights
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