65 citations · 65 across the 3 of their papers we have counts for
3 papers
eess.IV2025
Equivariant Deep Equilibrium Models for Imaging Inverse Problems
Alexander Mehta, Ruangrawee Kitichotkul, Vivek K Goyal +1
Equivariant imaging (EI) enables training signal reconstruction models without requiring ground truth data by leveraging signal symmetries. Deep equilibrium models (DEQs) are a pow…
cs.IT2016
Vector Approximate Message Passing
Sundeep Rangan, Philip Schniter, Alyson K. Fletcher
The standard linear regression (SLR) problem is to recover a vector from noisy linear observations . The approximate message pas…
cs.IT2011★ 65 cited
Hybrid Approximate Message Passing
Sundeep Rangan, Alyson K. Fletcher, Vivek K. Goyal +2
Gaussian and quadratic approximations of message passing algorithms on graphs have attracted considerable recent attention due to their computational simplicity, analytic tractabil…