cs.CE, cs.LG, cs.NA, math.NA

QuadNorm: Resolution-Robust Normalization for Neural Operators

arXiv:2605.07375v1 Announce Type: new
Abstract: Normalization layers in neural operators usually compute statistics by uniformly averaging discrete grid values, making the normalization itself discretization-dependent and thereby a source of transfer …