1 citations · 2 across the 3 of their papers we have counts for
4 papers
Instabilities in Plug-and-Play (PnP) algorithms from a learned denoiser
Abinash Nayak
It's well-known that inverse problems are ill-posed and to solve them meaningfully, one has to employ regularization methods. Traditionally, popular regularization methods are the…
Regularizing Instabilities in Image Reconstruction Arising from Learned Denoisers
Abinash Nayak
It's well-known that inverse problems are ill-posed and to solve them meaningfully one has to employ regularization methods. Traditionally, popular regularization methods have been…
Interpretation of Plug-and-Play (PnP) algorithms from a different angle
Abinash Nayak
It's well-known that inverse problems are ill-posed and to solve them meaningfully one has to employ regularization methods. Traditionally, the most popular regularization approach…
A new regularization approach for numerical differentiation
Abinash Nayak
The problem of numerical differentiation can be thought of as an inverse problem by considering it as solving a Volterra equation. It is well known that such inverse integral probl…