Search Results for author: Samuel G. Fadel

Found 4 papers, 1 papers with code

Self-Supervised Siamese Autoencoders

no code implementations5 Apr 2023 Friederike Baier, Sebastian Mair, Samuel G. Fadel

In this paper, we present a new self-supervised method that combines the benefits of Siamese architectures and denoising autoencoders.

Denoising Image Classification +1

Principled Interpolation in Normalizing Flows

no code implementations22 Oct 2020 Samuel G. Fadel, Sebastian Mair, Ricardo da S. Torres, Ulf Brefeld

In this paper, we solve this issue by enforcing a fixed norm and, hence, change the base distribution, to allow for a principled way of interpolation.

Link Prediction in Dynamic Graphs for Recommendation

no code implementations17 Nov 2018 Samuel G. Fadel, Ricardo da S. Torres

Recent advances in employing neural networks on graph domains helped push the state of the art in link prediction tasks, particularly in recommendation services.

Link Prediction

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