Davide Boscaini
Title
Cited by
Cited by
Year
Geometric deep learning on graphs and manifolds using mixture model cnns
F Monti, D Boscaini, J Masci, E Rodola, J Svoboda, MM Bronstein
Proceedings of the IEEE conference on computer vision and pattern …, 2017
9482017
Geodesic Convolutional Neural Networks on Riemannian Manifolds
J Masci, D Boscaini, MM Bronstein, P Vandergheynst
International IEEE Workshop on 3D Representation and Recognition (3dRR), 2015
5252015
Learning shape correspondence with anisotropic convolutional neural networks
D Boscaini, J Masci, E Rodoià, M Bronstein
Proceedings of the 30th International Conference on Neural Information …, 2016
3792016
Learning class‐specific descriptors for deformable shapes using localized spectral convolutional networks
D Boscaini, J Masci, S Melzi, MM Bronstein, U Castellani, ...
Computer Graphics Forum 34 (5), 13-23, 2015
1892015
Anisotropic diffusion descriptors
D Boscaini, J Masci, E Rodolà, MM Bronstein, D Cremers
Computer Graphics Forum 35 (2), 431-441, 2016
1142016
Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning
P Gainza, F Sverrisson, F Monti, E Rodola, D Boscaini, MM Bronstein, ...
Nature Methods 17 (2), 184-192, 2020
832020
Shapenet: Convolutional neural networks on non-euclidean manifolds
J Masci, D Boscaini, M Bronstein, P Vandergheynst
472015
Shape‐from‐operator: Recovering shapes from intrinsic operators
D Boscaini, D Eynard, D Kourounis, MM Bronstein
Computer Graphics Forum 34 (2), 265-274, 2015
402015
Geometric deep learning
J Masci, E Rodolà, D Boscaini, MM Bronstein, H Li
SIGGRAPH ASIA 2016 Courses, 1-50, 2016
322016
A sparse coding approach for local-to-global 3D shape description
D Boscaini, U Castellani
The Visual Computer, 2014
72014
Coulomb shapes: using electrostatic forces for deformation-invariant shape representation
D Boscaini, R Girdziusaz, MM Bronstein
Eurographics Workshop on 3D Object Retrieval (3DOR), 9-15, 2014
5*2014
Joint Supervised and Self-Supervised Learning for 3D Real World Challenges
A Alliegro, D Boscaini, T Tommasi
2020 25th International Conference on Pattern Recognition (ICPR), 6718-6725, 2021
42021
Distinctive 3D local deep descriptors
F Poiesi, D Boscaini
2020 25th International Conference on Pattern Recognition (ICPR), 5720-5727, 2021
32021
System and a method for learning features on geometric domains
M Bronstein, D Boscaini, J Masci, P Vandergheynst
US Patent 10,013,653, 2018
22018
Shape-from-intrinsic operator
D Boscaini, D Eynard, MM Bronstein
arXiv preprint arXiv:1406.1925, 2014
22014
Local signature quantization by sparse coding
D Boscaini, U Castellani
Eurographics Workshop on 3D Object Retrieval (3DOR), 9-16, 2013
22013
Clustered Dynamic Graph CNN for Biometric 3D Hand Shape Recognition
J Svoboda, P Astolfi, D Boscaini, J Masci, MM Bronstein
Proceedings of the IEEE International Joint Conference on Biometrics, 2020
12020
Novel-View Human Action Synthesis
MI Lakhal, D Boscaini, F Poiesi, O Lanz, A Cavallaro
Proceedings of the Asian Conference on Computer Vision, 2020
12020
Structured Domain Adaptation for 3D Keypoint Estimation
LO Vasconcelos, M Mancini, D Boscaini, B Caputo, E Ricci
2019 International Conference on 3D Vision (3DV), 57-66, 2019
12019
3D Shape Segmentation with Geometric Deep Learning
D Boscaini, F Poiesi
International Conference on Image Analysis and Processing, 454-465, 2019
12019
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Articles 1–20