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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
99252013
Spectral networks and locally connected networks on graphs
J Bruna, W Zaremba, A Szlam, Y LeCun
arXiv preprint arXiv:1312.6203, 2013
34892013
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
22892017
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
15352014
Invariant scattering convolution networks
J Bruna, S Mallat
IEEE transactions on pattern analysis and machine intelligence 35 (8), 1872-1886, 2013
13722013
Deep convolutional networks on graph-structured data
M Henaff, J Bruna, Y LeCun
arXiv preprint arXiv:1506.05163, 2015
13682015
Few-shot learning with graph neural networks
V Garcia, J Bruna
arXiv preprint arXiv:1711.04043, 2017
8652017
Training convolutional networks with noisy labels
S Sukhbaatar, J Bruna, M Paluri, L Bourdev, R Fergus
arXiv preprint arXiv:1406.2080, 2014
4812014
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
3972014
Super-resolution with deep convolutional sufficient statistics
J Bruna, P Sprechmann, Y LeCun
arXiv preprint arXiv:1511.05666, 2015
3092015
Community detection with graph neural networks
J Bruna, X Li
stat 1050, 27, 2017
214*2017
Geometric deep learning: Grids, groups, graphs, geodesics, and gauges
MM Bronstein, J Bruna, T Cohen, P Veličković
arXiv preprint arXiv:2104.13478, 2021
1852021
Topology and geometry of half-rectified network optimization
CD Freeman, J Bruna
arXiv preprint arXiv:1611.01540, 2016
1842016
Classification with scattering operators
J Bruna, S Mallat
CVPR 2011, 1561-1566, 2011
1532011
Intriguing properties of neural networks. arXiv 2013
C Szegedy, W Zaremba, I Sutskever, J Bruna, D Erhan, I Goodfellow, ...
arXiv preprint arXiv:1312.6199 103, 2013
1412013
Unsupervised learning of spatiotemporally coherent metrics
R Goroshin, J Bruna, J Tompson, D Eigen, Y LeCun
Proceedings of the IEEE international conference on computer vision, 4086-4093, 2015
1352015
Spurious valleys in one-hidden-layer neural network optimization landscapes
L Venturi, AS Bandeira, J Bruna
Journal of Machine Learning Research 20, 133, 2019
131*2019
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
1272019
Mathematics of deep learning
R Vidal, J Bruna, R Giryes, S Soatto
arXiv preprint arXiv:1712.04741, 2017
1272017
A note on learning algorithms for quadratic assignment with graph neural networks
A Nowak, S Villar, AS Bandeira, J Bruna
Proceeding of the 34th International Conference on Machine Learning (ICML …, 2017
122*2017
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