Federico Monti

Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs

Federico Monti, Davide Boscaini, Jonathan Masci et al. · 2017 · 1.8K citations

Geometric Learning, Convolutional Neural Network, Engineering +17

Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning

Pablo Gaínza, Freyr Sverrisson, Federico Monti et al. · Nature Methods · 2019 · 789 citations · Full text

Interaction Fingerprints, Protein Molecular Surfaces, Interactomics +10

Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks

Federico Monti, Michael M. Bronstein, Xavier Bresson · Neural Information Processing Systems · 2017 · 265 citations

Geometric Learning, Engineering, Machine Learning +20

Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks

Federico Monti, Michael M. Bronstein, Xavier Bresson · arXiv (Cornell University) · 2017 · 241 citations · Full text

Geometric Learning, Engineering, Machine Learning +20

Deep Convolutional Neural Networks for pedestrian detection

Denis Tomè, Federico Monti, Luca Baroffio et al. · Signal Processing Image Communication · 2016 · 220 citations · Full text

Convolutional Neural Network, Machine Vision, Engineering +6