16 citations · 22 across the 2 of their papers we have counts for
2 papers
cs.CV2017★ 6 cited
InverseNet: Solving Inverse Problems with Splitting Networks
Kai Fan, Qi Wei, Wenlin Wang +2
We propose a new method that uses deep learning techniques to solve the inverse problems. The inverse problem is cast in the form of learning an end-to-end mapping from observed da…
cs.CV2017★ 16 cited
An inner-loop free solution to inverse problems using deep neural networks
Qi Wei, Kai Fan, Lawrence Carin +1
We propose a new method that uses deep learning techniques to accelerate the popular alternating direction method of multipliers (ADMM) solution for inverse problems. The ADMM upda…