Michael K. Ng

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20232026

most citedA Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing

2 citations · 2 across the 6 of their papers we have counts for

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eess.SP2023★ 2 cited

A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing

Junren Chen, Jonathan Scarlett, Michael K. Ng +1

In generative compressed sensing (GCS), we want to recover a signal $x^{*} \in R^{n}$ from $m$ measurements ( $m ≪ n$ ) using a generative prior $\mathbf{x}^*\in G(\ma…

cs.IT2023

Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors

Junren Chen, Michael K. Ng, Zhaoqiang Liu

The problem of recovering a signal $x \in R^{n}$ from a quadratic system ${y_{i} = x^{⊤} A_{i} x, i = 1, \dots, m}$ with full-rank ma…