2024
Robust Image Denoising through Adversarial Frequency Mixup
CVPR 2024poster
Image denoising approaches based on deep neural networks often struggle with overfitting to specific noise distributions present in training data. This challenge persists in existing real-world denoising networks which are trained using a limited spectrum of real noise distributions and thus show po…