Search Results for author: Raied Aljadaany

Found 3 papers, 0 papers with code

On Robust Learning from Noisy Labels: A Permutation Layer Approach

no code implementations29 Nov 2022 Salman AlSubaihi, Mohammed Alkhrashi, Raied Aljadaany, Fahad Albalawi, Bernard Ghanem

We provide two variants of PermLL in this paper: one applies the permutation layer to the model's prediction, while the other applies it directly to the given noisy label.

Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution

no code implementations CVPR 2019 Raied Aljadaany, Dipan K. Pal, Marios Savvides

These image recovery problems typically have two terms, the data fidelity term (for faithful reconstruction) and the image prior (for realistic looking reconstructions).

Image Deconvolution

Proximal Splitting Networks for Image Restoration

no code implementations17 Mar 2019 Raied Aljadaany, Dipan K. Pal, Marios Savvides

This is in contrast to the common practice in literature of having the prior to be fixed and fully instantiated even during training stages.

Image Denoising Image Restoration +1

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