OnionNet: Sharing Features in Cascaded Deep Classifiers. - Martin Simonovsky; Nikos Komodakis (BMVC, 2016)

A Deep Metric for Multimodal Registration. - Martin Simonovsky; Benjamín Gutiérrez-Becker; Diana Mateus; Nassir Navab; Nikos Komodakis (MICCAI (3), 2016)

Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs. - Martin Simonovsky; Nikos Komodakis (CVPR, 2017)

Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs. - Loïc Landrieu; Martin Simonovsky (CVPR, 2018)

GraphVAE: Towards Generation of Small Graphs Using Variational Autoencoders. - Martin Simonovsky; Nikos Komodakis (ICANN (1), 2018)

Towards Variational Generation of Small Graphs. - Martin Simonovsky; Nikos Komodakis (ICLR (Workshop), 2018)

Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back. (L'apprentissage profond sur graphes attribués: Un voyage aller-retour aux plongements des graphes). - Martin Simonovsky (2018)

Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back. - Martin Simonovsky (CoRR, 2019)

DeeplyTough: Learning Structural Comparison of Protein Binding Sites. - Martin Simonovsky; Joshua Meyers (J. Chem. Inf. Model., 2020)