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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

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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

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

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

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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

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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

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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

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

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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

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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