1 code implementation • bioRxiv 2019 • Martin Simonovsky, Joshua Meyers
Protein binding site comparison (pocket matching) is of importance in drug discovery.
1 code implementation • 24 Jan 2019 • Martin Simonovsky
A graph is a powerful concept for representation of relations between pairs of entities.
1 code implementation • ICLR 2018 • Martin Simonovsky, Nikos Komodakis
Deep learning on graphs has become a popular research topic with many applications.
2 code implementations • CVPR 2018 • Loic Landrieu, Martin Simonovsky
We propose a novel deep learning-based framework to tackle the challenge of semantic segmentation of large-scale point clouds of millions of points.
Ranked #5 on Semantic Segmentation on Semantic3D
2 code implementations • CVPR 2017 • Martin Simonovsky, Nikos Komodakis
A number of problems can be formulated as prediction on graph-structured data.
no code implementations • 17 Sep 2016 • Martin Simonovsky, Benjamín Gutiérrez-Becker, Diana Mateus, Nassir Navab, Nikos Komodakis
Multimodal registration is a challenging problem in medical imaging due the high variability of tissue appearance under different imaging modalities.
no code implementations • 9 Aug 2016 • Martin Simonovsky, Nikos Komodakis
The focus of our work is speeding up evaluation of deep neural networks in retrieval scenarios, where conventional architectures may spend too much time on negative examples.