2025
Zero-shot Denoising via Neural Compression: Theoretical and algorithmic framework
NeurIPS 2025spotlight
Zero-shot denoising aims to denoise observations without access to training samples or clean reference images. This setting is particularly relevant in practical imaging scenarios involving specialized domains such as medical imaging or biology. In this work, we propose the *Zero-Shot Neural Compre…