JA-SIREN: Deterministic Initialization for Sinusoidal Networks via Spectral Matching

Mohammed Alsakabi, Kejia Hu, John M. Dolan +1

Existing implicit neural representation (INR) approaches suffer from stochastic initialization that does not guarantee consistent or high-quality performance across runs, with vari…