A viscosity-regularized Eikonal loss with annealed epsilon improves Neural SDF reconstruction and yields the first generalization bound for SDF learning.
BL×x= baseline decay of 0.5/0.4/0.04/0.005/0 at 0/20/40/60/80%4iterations scaled byx
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ViscoReg: Neural Signed Distance Functions via Viscosity Solutions
A viscosity-regularized Eikonal loss with annealed epsilon improves Neural SDF reconstruction and yields the first generalization bound for SDF learning.