2025
Zero-Shot Blind-Spot Image Denoising via Cross-Scale Non-Local Pixel Refilling
NeurIPS 2025poster
Blind-spot denoising (BSD) method is a powerful paradigm for zero-shot image denoising by training models to predict masked target pixels from their neighbors. However, they struggle with real-world noise exhibiting strong local correlations, where efforts to suppress noise correlation often weaken…