Pew-Thian Yap*

Towards Architecture-Agnostic Untrained Networks Priors for Image Reconstruction with Frequency Regularization

"Untrained networks inspired by deep image priors have shown promising capabilities in recovering high-quality images from noisy or partial measurements without requiring training sets. Their success is widely attributed to implicit regularization due to the spectral bias of suitable network archite…