Improving Accuracy and Efficiency of Implicit Neural Representations: Making SIREN a WINNER

Hemanth Chandravamsi, Dhanush V. Shenoy, Steven H. Frankel

We identify and address a fundamental limitation of sinusoidal representation networks (SIRENs), a class of implicit neural representations. SIRENs Sitzmann et al. (2020), when not…