Pascal Frossard
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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
23622013
DeepFool: a simple and accurate method to fool deep neural networks
SM Moosavi-Dezfooli, A Fawzi, P Frossard
IEEE CVPR, 2016
20922016
Universal adversarial perturbations
SM Moosavi-Dezfooli, A Fawzi, O Fawzi, P Frossard
IEEE CVPR, 2017
11162017
Dictionary learning
I Tošić, P Frossard
Signal Processing Magazine, IEEE 28 (2), 27-38, 2011
803*2011
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
5042018
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
346*2016
Analysis of classifiers’ robustness to adversarial perturbations
A Fawzi, O Fawzi, P Frossard
Machine Learning, 2017
273*2017
Robustness of classifiers: from adversarial to random noise
A Fawzi, SM Moosavi-Dezfooli, P Frossard
NIPS, 2016
2302016
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
1712001
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
167*2006
Video packet selection and scheduling for multipath streaming
D Jurca, P Frossard
IEEE Transactions on Multimedia 9 (3), 629-641, 2007
1522007
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
1472016
User-oriented QoS analysis in MPEG-2 video delivery
O Verscheure, P Frossard, M Hamdi
Real-Time Imaging 5 (5), 305-314, 1999
1441999
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
1422013
FEC performance in multimedia streaming
P Frossard
IEEE Communications Letters 5 (3), 122-124, 2001
1422001
Tree-based pursuit: Algorithm and properties
P Jost, P Vandergheynst, P Frossard
IEEE Transactions on Signal Processing 54 (12), 4685-4697, 2006
121*2006
Rate-distortion optimized distributed packet scheduling of multiple video streams over shared communication resources
J Chakareski, P Frossard
IEEE Transactions on Multimedia 8 (2), 207-218, 2006
1202006
Efficient image representation by anisotropic refinement in matching pursuit
P Vandergheynst, P Frossard
2001 IEEE International Conference on Acoustics, Speech, and Signal …, 2001
1192001
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
1172012
A posteriori quantization of progressive matching pursuit streams
P Frossard, P Vandergheynst, RM Figueras i Ventura, M Kunt
Signal Processing, IEEE Transactions on 52 (2), 525-535, 2004
1122004
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