The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior

Yilin Liu, Jiang Li, Yunkui Pang +2

Deep Image Prior (DIP) shows that some network architectures naturally bias towards smooth images and resist noises, a phenomenon known as spectral bias. Image denoising is an imme…