no code implementations • 31 Mar 2024 • Youssef Mansour, Reinhard Heckel
The network is a simple shallow network with an efficient block that implements global additive multidimensional averaging operations.
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.
1 code implementation • 4 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.