116 citations · 146 across the 5 of their papers we have counts for
5 papers
Lightweight Optimal-Transport Harmonization on Edge Devices
Maria Larchenko, Dmitry Guskov, Alexander Lobashev +1
Color harmonization adjusts the colors of an inserted object so that it perceptually matches the surrounding image, resulting in a seamless composite. The harmonization problem nat…
Dock2D: Synthetic data for the molecular recognition problem
Siddharth Bhadra-Lobo, Georgy Derevyanko, Guillaume Lamoureux
Predicting the physical interaction of proteins is a cornerstone problem in computational biology. New classes of learning-based algorithms are actively being developed, and are ty…
TorchProteinLibrary: A computationally efficient, differentiable representation of protein structure
Georgy Derevyanko, Guillaume Lamoureux
Predicting the structure of a protein from its sequence is a cornerstone task of molecular biology. Established methods in the field, such as homology modeling and fragment assembl…
Towards Gene Expression Convolutions using Gene Interaction Graphs
Francis Dutil, Joseph Paul Cohen, Martin Weiss +2
We study the challenges of applying deep learning to gene expression data. We find experimentally that there exists non-linear signal in the data, however is it not discovered auto…
Deep convolutional networks for quality assessment of protein folds
Georgy Derevyanko, Sergei Grudinin, Yoshua Bengio +1
The computational prediction of a protein structure from its sequence generally relies on a method to assess the quality of protein models. Most assessment methods rank candidate m…