755 citations · 1.6k across the 34 of their papers we have counts for
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math.OC2017★ 755 cited
Learned Primal-dual Reconstruction
Jonas Adler, Ozan Öktem
We propose the Learned Primal-Dual algorithm for tomographic reconstruction. The algorithm accounts for a (possibly non-linear) forward operator in a deep neural network by unrolli…
math.OC2017★ 532 cited
Solving ill-posed inverse problems using iterative deep neural networks
Jonas Adler, Ozan Öktem
We propose a partially learned approach for the solution of ill posed inverse problems with not necessarily linear forward operators. The method builds on ideas from classical regu…