2026
GuidNoise: Single-Pair Guided Diffusion for Generalized Noise Synthesis
AAAI 2026technical
Recent image denoising methods have leveraged generative modeling for real noise synthesis to address the costly acquisition of real-world noisy data. However, these generative models typically require camera metadata and extensive target-specific noisy-clean image pairs, often showing limited gener