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Joan Bruna
Joan Bruna
Courant Institute of Mathematical Sciences, New York University
Verified email at cims.nyu.edu - Homepage
Title
Cited by
Cited by
Year
Intriguing properties of neural networks
C Szegedy, W Zaremba, I Sutskever, J Bruna, D Erhan, I Goodfellow, ...
arXiv preprint arXiv:1312.6199, 2013
149012013
Spectral networks and locally connected networks on graphs
J Bruna, W Zaremba, A Szlam, Y LeCun
arXiv preprint arXiv:1312.6203, 2013
54282013
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
34612017
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
19162014
Deep convolutional networks on graph-structured data
M Henaff, J Bruna, Y LeCun
arXiv preprint arXiv:1506.05163, 2015
18492015
Invariant scattering convolution networks
J Bruna, S Mallat
IEEE transactions on pattern analysis and machine intelligence 35 (8), 1872-1886, 2013
17442013
Few-shot learning with graph neural networks
V Garcia, J Bruna
arXiv preprint arXiv:1711.04043, 2017
9492017
Geometric deep learning: Grids, groups, graphs, geodesics, and gauges
MM Bronstein, J Bruna, T Cohen, P Veličković
arXiv preprint arXiv:2104.13478, 2021
8312021
Training convolutional networks with noisy labels
S Sukhbaatar, J Bruna, M Paluri, L Bourdev, R Fergus
arXiv preprint arXiv:1406.2080, 2014
6622014
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
5062014
Super-resolution with deep convolutional sufficient statistics
J Bruna, P Sprechmann, Y LeCun
arXiv preprint arXiv:1511.05666, 2015
3802015
Community detection with graph neural networks
J Bruna, X Li
stat 1050, 27, 2017
369*2017
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
2402019
Can graph neural networks count substructures?
Z Chen, L Chen, S Villar, J Bruna
Advances in neural information processing systems 33, 10383-10395, 2020
2352020
Topology and geometry of half-rectified network optimization
CD Freeman, J Bruna
arXiv preprint arXiv:1611.01540, 2016
2322016
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
209*2018
Classification with scattering operators
J Bruna, S Mallat
CVPR 2011, 1561-1566, 2011
1912011
Intriguing properties of neural networks
J Bruna, C Szegedy, I Sutskever, I Goodfellow, W Zaremba, R Fergus, ...
1822014
Stability properties of graph neural networks
F Gama, J Bruna, A Ribeiro
IEEE Transactions on Signal Processing 68, 5680-5695, 2020
1732020
Spurious valleys in one-hidden-layer neural network optimization landscapes
L Venturi, AS Bandeira, J Bruna
Journal of Machine Learning Research 20, 133, 2019
173*2019
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