Search Results for author: Nil Adell Mill

Found 2 papers, 1 papers with code

On the Importance of Looking at the Manifold

no code implementations1 Jan 2021 Nil Adell Mill, Jannis Born, Nathaniel Park, James Hedrick, María Rodríguez Martínez, Matteo Manica

We explore a spectrum of models, ranging from uniquely learning representations based on the isolated features of the nodes (focusing on Variational Autoencoders), to uniquely learning representations based on the topology (using node2vec) passing through models that integrate both node features and topological information in a hybrid fashion.

Representation Learning

PaccMann$^{RL}$ on SARS-CoV-2: Designing antiviral candidates with conditional generative models

1 code implementation27 May 2020 Jannis Born, Matteo Manica, Joris Cadow, Greta Markert, Nil Adell Mill, Modestas Filipavicius, María Rodríguez Martínez

With the fast development of COVID-19 into a global pandemic, scientists around the globe are desperately searching for effective antiviral therapeutic agents.

Drug Discovery

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