A practical study showing that Gradient-Step and Proximal Plug-and-Play algorithms reproduce their promised convergence, with sigma, lambda, and tau0 as interpretable but tuning-sensitive parameters.
https://deepinv.github.io/deepinv/
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
From the Gradient-Step Denoiser to the Proximal Denoiser and their associated convergent Plug-and-Play algorithms
A practical study showing that Gradient-Step and Proximal Plug-and-Play algorithms reproduce their promised convergence, with sigma, lambda, and tau0 as interpretable but tuning-sensitive parameters.