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cvlab-epfl / MeshUDF

Fast and Differentiable Meshing of Unsigned Distance Field Networks
GNU General Public License v3.0
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Frozen latent space and optimize decoder. #7

Closed boqian-li closed 6 months ago

boqian-li commented 7 months ago

Hi, I have a question. I have trained the autoencoder on several meshes and get the latent spaces of those meshes. Assume i have a mesh A, the latent space of A encoded by encoder is t_a. Not I make some simulation on mesh A (we got mesh A') to add some wrinkles on the surface. And I want to use original t_a as conditional input and finetune the decoder on the simulated mesh A'. I want to know is it possible to use the frozen t_a and optimize the decoder to fit the predicted udf on A'?

bguillard commented 7 months ago

Yes, it sounds like a good plan to me!