עקוב אחר
Joan Bruna
Joan Bruna
Professor of Computer Science, Data Science & Mathematics (aff), Courant Institute and CDS, NYU
כתובת אימייל מאומתת בדומיין cims.nyu.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Intriguing properties of neural networks‏
C Szegedy, W Zaremba, I Sutskever, J Bruna, D Erhan, I Goodfellow, ...‏
arXiv preprint arXiv:1312.6199, 2013‏
181292013
Spectral networks and locally connected networks on graphs‏
J Bruna, W Zaremba, A Szlam, Y LeCun‏
arXiv preprint arXiv:1312.6203, 2013‏
65002013
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
41902017
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
21012014
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
19652013
Geometric deep learning: Grids, groups, graphs, geodesics, and gauges‏
MM Bronstein, J Bruna, T Cohen, P Veličković‏
arXiv preprint arXiv:2104.13478, 2021‏
13582021
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
7662014
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
470*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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מאמרים 1–20