Bouritsas, Giorgos;Bokhnyak, Sergiy;Ploumpis, Stylianos;Zafeiriou, Stefanos;Bronstein, Michael
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation
2019 IEEE/CVF International Conference on Computer Vision (ICCV)
IEEE
2019

Gainza, P.;Sverrisson, F.;Monti, F.;Rodolà, E.;Boscaini, D.;Bronstein, M. M.;Correia, B. E.
Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning
Nature Methods
2019

Federico Monti, Fabrizio Frasca, Davide Eynard, Damon Mannion, Michael M. Bronstein
Fake News Detection on Social Media using Geometric Deep Learning
2019

Anees Kazi, Luca Cosmo, Nassir Navab, Michael Bronstein
Differentiable Graph Module (DGM) Graph Convolutional Networks
2020

Wang, Yue;Sun, Yongbin;Liu, Ziwei;Sarma, Sanjay E.;Bronstein, Michael M.;Solomon, Justin M.
Dynamic Graph CNN for Learning on Point Clouds
ACM Transactions on Graphics
2019
38
5
1-12

Levie, Ron;Monti, Federico;Bresson, Xavier;Bronstein, Michael M.
CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters
IEEE Transactions on Signal Processing
2019
67
1
97-109

Dyke, R. M.;Stride, C.;Lai, Y.-K.;Rosin, P. L.;Aubry, M.;Boyarski, A.;Bronstein, A. M.;Bronstein, M. M.;Cremers, D.;Fisher, M.;Groueix, T.;Guo, D.;Kim, V. G.;Kimmel, R.;Lähner, Z.;Li, K.;Litany, O.;Remez, T.;Rodolà, E.;Russell, B. C.;Sahillioglu, Y.;Slossberg, R.;Tam, G. K. L.;Vestner, M.;Wu, Z.;Yang, J.
Shape Correspondence with Isometric and Non-Isometric Deformations
Eurographics Workshop on 3D Object Retrieval
2019

Jan Svoboda, Jonathan Masci, Federico Monti, Michael M. Bronstein, Leonidas Guibas
PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks
2018

Rodolà, E.;Lähner, Z.;Bronstein, A. M.;Bronstein, M. M.;Solomon, J.
Functional Maps Representation On Product Manifolds
Computer Graphics Forum
2019
38
1
678-689

Nogneng, D.;Melzi, S.;Rodolà, E.;Castellani, U.;Bronstein, M.;Ovsjanikov, M.
Improved Functional Mappings via Product Preservation
Computer Graphics Forum
2018
37
2
179-190