Search Results for author: Abdelrahman Mostafa

Found 2 papers, 1 papers with code

Hyperbolic Deep Neural Networks: A Survey

2 code implementations12 Jan 2021 Wei Peng, Tuomas Varanka, Abdelrahman Mostafa, Henglin Shi, Guoying Zhao

Recently, there has been a rising surge of momentum for deep representation learning in hyperbolic spaces due to theirhigh capacity of modeling data like knowledge graphs or synonym hierarchies, possessing hierarchical structure.

Knowledge Graphs Representation Learning

Learning non-rigid surface reconstruction from spatio-temporal image patches

no code implementations18 Jun 2020 Matteo Pedone, Abdelrahman Mostafa, Janne Heikkilä

We present a method to reconstruct a dense spatio-temporal depth map of a non-rigidly deformable object directly from a video sequence.

Surface Reconstruction

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