Michael M. Bronstein

Dynamic Graph CNN for Learning on Point Clouds

Yue Wang, Yongbin Sun, Ziwei Liu et al. · ACM Transactions on Graphics · 2019 · 6.7K citations · Full text

Computing, Computer Science, Computational Geometry +15

Geometric Deep Learning: Going beyond Euclidean data

Michael M. Bronstein, Joan Bruna, Yann LeCun et al. · IEEE Signal Processing Magazine · 2017 · 3.6K citations · Full text

Computing, Computer Science, Computer Vision +12

Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs

Federico Monti, Davide Boscaini, Jonathan Masci et al. · 2017 · 1.9K citations

Computing, Computer Science, Computer Vision +14

Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning

Pablo Gaínza, Freyr Sverrisson, Federico Monti et al. · Nature Methods · 2019 · 840 citations · Full text

Pharmacy, Biochemistry, Bioinformatics +12

Shape google

Alexander M. Bronstein, Michael M. Bronstein, Leonidas Guibas et al. · ACM Transactions on Graphics · 2011 · 820 citations

Computing, Computer Science, Computer Vision +16