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Joan Bruna
Joan Bruna
Professor of Computer Science, Data Science & Mathematics (aff), Courant Institute and CDS, NYU
Geverifieerd e-mailadres voor cims.nyu.edu - Homepage
Titel
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Intriguing properties of neural networks
C Szegedy, W Zaremba, I Sutskever, J Bruna, D Erhan, I Goodfellow, ...
arXiv preprint arXiv:1312.6199, 2013
181392013
Spectral networks and locally connected networks on graphs
J Bruna, W Zaremba, A Szlam, Y LeCun
arXiv preprint arXiv:1312.6203, 2013
65022013
Geometric deep learning: going beyond euclidean data
MM Bronstein, J Bruna, Y LeCun, A Szlam, P Vandergheynst
IEEE Signal Processing Magazine 34 (4), 18-42, 2017
41922017
Exploiting linear structure within convolutional networks for efficient evaluation
EL Denton, W Zaremba, J Bruna, Y LeCun, R Fergus
Advances in neural information processing systems 27, 2014
21022014
Deep convolutional networks on graph-structured data
M Henaff, J Bruna, Y LeCun
arXiv preprint arXiv:1506.05163, 2015
20452015
Invariant scattering convolution networks
J Bruna, S Mallat
IEEE transactions on pattern analysis and machine intelligence 35 (8), 1872-1886, 2013
19682013
Geometric deep learning: Grids, groups, graphs, geodesics, and gauges
MM Bronstein, J Bruna, T Cohen, P Veličković
arXiv preprint arXiv:2104.13478, 2021
13572021
Few-shot learning with graph neural networks
V Garcia, J Bruna
arXiv preprint arXiv:1711.04043, 2017
11012017
Training convolutional networks with noisy labels
S Sukhbaatar, J Bruna, M Paluri, L Bourdev, R Fergus
arXiv preprint arXiv:1406.2080, 2014
7672014
Video (language) modeling: a baseline for generative models of natural videos
MA Ranzato, A Szlam, J Bruna, M Mathieu, R Collobert, S Chopra
arXiv preprint arXiv:1412.6604, 2014
5462014
Community detection with graph neural networks
J Bruna, X Li
stat 1050, 27, 2017
469*2017
Super-resolution with deep convolutional sufficient statistics
J Bruna, P Sprechmann, Y LeCun
arXiv preprint arXiv:1511.05666, 2015
4222015
Can graph neural networks count substructures?
Z Chen, L Chen, S Villar, J Bruna
Advances in neural information processing systems 33, 10383-10395, 2020
3662020
On the equivalence between graph isomorphism testing and function approximation with gnns
Z Chen, S Villar, L Chen, J Bruna
Advances in neural information processing systems 32, 2019
3142019
Topology and geometry of half-rectified network optimization
CD Freeman, J Bruna
arXiv preprint arXiv:1611.01540, 2016
2742016
Stability properties of graph neural networks
F Gama, J Bruna, A Ribeiro
IEEE Transactions on Signal Processing 68, 5680-5695, 2020
2582020
Revised note on learning quadratic assignment with graph neural networks
A Nowak, S Villar, AS Bandeira, J Bruna
2018 IEEE Data Science Workshop (DSW), 1-5, 2018
252*2018
Intriguing properties of neural networks
J Bruna, C Szegedy, I Sutskever, I Goodfellow, W Zaremba, R Fergus, ...
2312014
Deep geometric prior for surface reconstruction
F Williams, T Schneider, C Silva, D Zorin, J Bruna, D Panozzo
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
2212019
Classification with scattering operators
J Bruna, S Mallat
CVPR 2011, 1561-1566, 2011
2142011
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Artikelen 1–20