Concepedia

Martin Simonovsky

MS

8

Publications

1.8K

Citations

8

H-Index

2016

Active since

Affiliations

École nationale des ponts et chaussées(Current)

Martin Simonovsky is an author at École nationale des ponts et chaussées specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringData ScienceDeep LearningMachine LearningPattern RecognitionMachine VisionMedicineBioinformaticsDrug DiscoveryImage Analysis

Publications per year

2016–2023

8

Publications

8

Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs

Martin Simonovsky, Nikos Komodakis · 2017 · 1.3K citations · Full text

Geometric Learning, Graph Neural Network, Machine Vision +15

Large-Scale Point Cloud Semantic Segmentation with Superpoint Graphs

Loïc Landrieu, Martin Simonovsky · 2018 · 134 citations · Full text

Geometric Learning, Engineering, Machine Learning +17

GraphVAE: Towards Generation of Small Graphs Using Variational\n Autoencoders

Martin Simonovsky, Nikos Komodakis · arXiv (Cornell University) · 2018 · 131 citations · Full text

DeeplyTough: Learning Structural Comparison of Protein Binding Sites

Martin Simonovsky, Joshua Meyers · Journal of Chemical Information and Modeling · 2020 · 96 citations · Full text

Engineering, Machine Learning, Molecular Biology +19

Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs

Martin Simonovsky, Nikos Komodakis · arXiv (Cornell University) · 2017 · 50 citations · Full text

Rows per page

1–5 of 8