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Pascal Frossard
Titre
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DeepFool: a simple and accurate method to fool deep neural networks
SM Moosavi-Dezfooli, A Fawzi, P Frossard
IEEE CVPR, 2016
37432016
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
DI Shuman, SK Narang, P Frossard, A Ortega, P Vandergheynst
IEEE signal processing magazine 30 (3), 83-98, 2013
33232013
Universal adversarial perturbations
SM Moosavi-Dezfooli, A Fawzi, O Fawzi, P Frossard
IEEE CVPR, 2017
19952017
Graph signal processing: Overview, challenges, and applications
A Ortega, P Frossard, J Kovačević, JMF Moura, P Vandergheynst
Proceedings of the IEEE 106 (5), 808-828, 2018
10242018
Dictionary learning
I Tošić, P Frossard
Signal Processing Magazine, IEEE 28 (2), 27-38, 2011
9452011
Learning Laplacian Matrix in Smooth Graph Signal Representations
X Dong, D Thanou, P Frossard, P Vandergheynst
IEEE Transactions on Signal Processing 64 (23), 6160 - 6173, 2016
521*2016
Analysis of classifiers’ robustness to adversarial perturbations
A Fawzi, O Fawzi, P Frossard
Machine Learning, 2017
363*2017
Robustness of classifiers: from adversarial to random noise
A Fawzi, SM Moosavi-Dezfooli, P Frossard
NIPS, 2016
3172016
Learning graphs from data: A signal representation perspective
X Dong, D Thanou, M Rabbat, P Frossard
IEEE Signal Processing Magazine 36 (3), 44-63, 2019
2632019
Graph-based compression of dynamic 3D point cloud sequences
D Thanou, PA Chou, P Frossard
IEEE Transactions on Image Processing 25 (4), 1765-1778, 2016
2132016
Adaptive data augmentation for image classification
A Fawzi, H Samulowitz, D Turaga, P Frossard
2016 IEEE international conference on image processing (ICIP), 3688-3692, 2016
2032016
Robustness via curvature regularization, and vice versa
SM Moosavi-Dezfooli, A Fawzi, J Uesato, P Frossard
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1932019
Clustering on multi-layer graphs via subspace analysis on Grassmann manifolds
X Dong, P Frossard, P Vandergheynst, N Nefedov
IEEE Transactions on signal processing 62 (4), 905-918, 2013
1852013
Joint source/FEC rate selection for quality-optimal MPEG-2 video delivery
P Frossard, O Verscheure
IEEE Transactions on Image Processing 10 (12), 1815-1825, 2001
1742001
Low-rate and flexible image coding with redundant representations
RM Figueras i Ventura, P Vandergheynst, P Frossard
Image Processing, IEEE Transactions on 15 (3), 726-739, 2006
165*2006
Video packet selection and scheduling for multipath streaming
D Jurca, P Frossard
IEEE Transactions on Multimedia 9 (3), 629-641, 2007
1612007
Clustering with multi-layer graphs: A spectral perspective
X Dong, P Frossard, P Vandergheynst, N Nefedov
IEEE Transactions on Signal Processing 60 (11), 5820-5831, 2012
1552012
User-oriented QoS analysis in MPEG-2 video delivery
O Verscheure, P Frossard, M Hamdi
Real-Time Imaging 5 (5), 305-314, 1999
1531999
The robustness of deep networks: A geometrical perspective
A Fawzi, SM Moosavi-Dezfooli, P Frossard
IEEE Signal Processing Magazine 34 (6), 50-62, 2017
152*2017
Empirical study of the topology and geometry of deep networks
A Fawzi, SM Moosavi-Dezfooli, P Frossard, S Soatto
IEEE CVPR, 2018
149*2018
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