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eess.IV2021
Deep Image Prior using Stein's Unbiased Risk Estimator: SURE-DIP
Maneesh John, Hemant Kumar Aggarwal, Qing Zou +1
Deep learning algorithms that rely on extensive training data are revolutionizing image recovery from ill-posed measurements. Training data is scarce in many imaging applications,…
cs.LG2021★ 1 cited
Model Adaptation for Image Reconstruction using Generalized Stein's Unbiased Risk Estimator
Hemant Kumar Aggarwal, Mathews Jacob
Deep learning image reconstruction algorithms often suffer from model mismatches when the acquisition scheme differs significantly from the forward model used during training. We i…