Pascal Frossard - Concepedia

Author

Pascal Frossard

École Polytechnique Fédérale de Lausanne ORCID

Also Known As

Bobin, J., Frossard Pascal, Frossard, P., Frossard, P. (Pascal), Frossard, Pascal, Jiashuo Fan, Kressner, Daniel, Ljiljana Dolamic, M Wu, P. Frossard

756

Publications

26.7K

Citations

H-Index

245

Concepts

All Affiliations

École Polytechnique Fédérale de Lausanne École Normale Supérieure - PSL

About

Pascal Frossard is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	49	197	19.2K
2	Business	17	20	1.4K
3	Education	4	4	146
4	Arts	3	3	67
5	Health Sciences	2	2	56

Pascal Frossard

236

Publications

25.1K

Citations

H-Index

Page 1

	Year	Citations
DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard Convolutional Neural NetworkEngineeringMachine LearningSuch PerturbationsEvasion Technique	2016	5.2K
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains David I Shuman, Sunil K. Narang, Pascal Frossard, IEEE Signal Processing Magazine	2013	4.3K
Universal Adversarial Perturbations Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Convolutional Neural NetworkEngineeringMachine LearningSuch PerturbationsImage Classification	2017	2.7K
Graph Signal Processing: Overview, Challenges, and Applications Antonio Ortega, Pascal Frossard, Jelena Kovačević, Proceedings of the IEEE Graph SparsityGraph Representation LearningMachine LearningEngineeringNetwork Analysis	2018	1.7K
Dictionary Learning Ivana Tošić, Pascal Frossard IEEE Signal Processing Magazine EngineeringMachine LearningMultisensor DataInformation ProcessingImage Analysis	2011	773
Learning Laplacian Matrix in Smooth Graph Signal Representations Xiaowen Dong, Dorina Thanou, Pascal Frossard, IEEE Transactions on Signal Processing Graph SparsityLaplacian MatrixGraph TheoryMachine LearningData Science	2016	601
Dictionary Learning Ivana Tošić, Pascal Frossard IEEE Signal Processing Magazine EngineeringMachine LearningMultisensor DataInformation ProcessingImage Analysis	2011	488
Learning Graphs From Data: A Signal Representation Perspective Xiaowen Dong, Dorina Thanou, Michael Rabbat, IEEE Signal Processing Magazine	2019	400
Adaptive data augmentation for image classification Alhussein Fawzi, Horst Samulowitz, Deepak S. Turaga, Artificial IntelligenceEngineeringMachine LearningHuman AugmentationData Augmentation Scheme	2016	239
Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, IEEE Transactions on Signal Processing	2014	217

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