Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods

Tobit Klug, Dogukan Atik, Reinhard Heckel

Supervised training of deep neural networks on pairs of clean image and noisy measurement achieves state-of-the-art performance for many image reconstruction tasks, but such traini…