Search Results for author: Georgy Derevyanko

Found 3 papers, 3 papers with code

Dock2D: Synthetic data for the molecular recognition problem

1 code implementation7 Dec 2022 Siddharth Bhadra-Lobo, Georgy Derevyanko, Guillaume Lamoureux

Predicting the physical interaction of proteins is a cornerstone problem in computational biology.

Towards Gene Expression Convolutions using Gene Interaction Graphs

1 code implementation18 Jun 2018 Francis Dutil, Joseph Paul Cohen, Martin Weiss, Georgy Derevyanko, Yoshua Bengio

We find this approach provides an advantage for particular tasks in a low data regime but is very dependent on the quality of the graph used.

Deep convolutional networks for quality assessment of protein folds

1 code implementation18 Jan 2018 Georgy Derevyanko, Sergei Grudinin, Yoshua Bengio, Guillaume Lamoureux

Additional testing on decoys from the CASP12, CAMEO, and 3DRobot datasets confirms that the network performs consistently well across a variety of protein structures.

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