Supplementary Material: Aligning Gradient and Hessian for Neural Signed Distance Function A Implementation Details

As discussed in Section 3.4 of the main paper, our proposed loss term Here "D" stands for "decay". We designed our ablation study with DiGS. Normal C. Chamfer F-Score mean std. We have two primary reasons for this choice. Firstly, our primary interest lies in the 0-isosurface rather than other level sets.