The Surprising Effectiveness of Noise Pretraining for Implicit Neural Representations

Kushal Vyas, Alper Kayabasi, Daniel Kim +3

The approximation and convergence properties of implicit neural representations (INRs) are known to be highly sensitive to parameter initialization strategies. While several data-d…