Comparing Implicit Neural Representations and B-Splines for Continuous Function Fitting from Sparse Samples

Hongze Yu, Yun Jiang, Jeffrey A. Fessler

Continuous signal representations are naturally suited for inverse problems, such as magnetic resonance imaging (MRI) and computed tomography, because the measurements depend on an…