263 citations · 684 across the 9 of their papers we have counts for
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cs.CV2017★ 125 cited
Unrolled Optimization with Deep Priors
Steven Diamond, Vincent Sitzmann, Felix Heide +1
A broad class of problems at the core of computational imaging, sensing, and low-level computer vision reduces to the inverse problem of extracting latent images that follow a prio…
cs.CV2017
Dirty Pixels: Towards End-to-End Image Processing and Perception
Steven Diamond, Vincent Sitzmann, Frank Julca-Aguilar +3
Real-world imaging systems acquire measurements that are degraded by noise, optical aberrations, and other imperfections that make image processing for human viewing and higher-lev…