Search Results for author: Youssef Mansour

Found 3 papers, 1 papers with code

GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration

no code implementations31 Mar 2024 Youssef Mansour, Reinhard Heckel

The network is a simple shallow network with an efficient block that implements global additive multidimensional averaging operations.

Deblurring Denoising +1

Zero-Shot Noise2Noise: Efficient Image Denoising without any Data

no code implementations CVPR 2023 Youssef Mansour, Reinhard Heckel

In this work we show that a simple 2-layer network, without any training data or knowledge of the noise distribution, can enable high-quality image denoising at low computational cost.

Image Denoising

Image-to-Image MLP-mixer for Image Reconstruction

1 code implementation4 Feb 2022 Youssef Mansour, Kang Lin, Reinhard Heckel

Similar to the original MLP-mixer, the image-to-image MLP-mixer is based exclusively on MLPs operating on linearly-transformed image patches.

Compressive Sensing Denoising +2

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