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cs.CV2025
Invert2Restore: Zero-Shot Degradation-Blind Image Restoration
Hamadi Chihaoui, Paolo Favaro
Two of the main challenges of image restoration in real-world scenarios are the accurate characterization of an image prior and the precise modeling of the image degradation operat…
cs.CV2025
Unsupervised Real-World Denoising: Sparsity is All You Need
Hamadi Chihaoui, Paolo Favaro
Supervised training for real-world denoising presents challenges due to the difficulty of collecting large datasets of paired noisy and clean images. Recent methods have attempted…