Xavier Bresson

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Pierre VandergheynstProfessor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)Potvrđena adresa e-pošte na epfl.ch
Thomas LaurentProfessor of Mathematics, Loyola Marymount UniversityPotvrđena adresa e-pošte na lmu.edu
Michael BronsteinDeepMind Professor of AI, University of Oxford / Scientific Director, AITHYRAPotvrđena adresa e-pošte na cs.ox.ac.uk
Michaël DefferrardResearch Scientist, AI Research, QualcommPotvrđena adresa e-pošte na qti.qualcomm.com
T F ChanPresident, King Abdullah University of Science & TechnologyPotvrđena adresa e-pošte na kaust.edu.sa
S osherPotvrđena adresa e-pošte na math.ucla.edu
Patric HagmannProfessor of Radiology, University Hospital Lausanne, SwitzerlandPotvrđena adresa e-pošte na chuv.ch
Vijay Prakash DwivediPostdoc, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Arthur SzlamDeepMindPotvrđena adresa e-pošte na google.com
Xiaoxin HePhD student, National University of SingaporePotvrđena adresa e-pošte na u.nus.edu
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARPotvrđena adresa e-pošte na umontreal.ca
Yann LeCunChief AI Scientist at Facebook & JT Schwarz Professor at the Courant Institute, New York UniversityPotvrđena adresa e-pošte na cs.nyu.edu
Tom GoldsteinVolpi-Cupal Professor of Computer Science, University of MarylandPotvrđena adresa e-pošte na cs.umd.edu
Ron LevieFaculty of Mathematics, Technion – Israel Institute of TechnologyPotvrđena adresa e-pošte na technion.ac.il
Stefano SoattoProfessor of Computer Science, UCLA; Vice President, AWS AIPotvrđena adresa e-pošte na ucla.edu
Yang YouPresidential Young Professor, National University of SingaporePotvrđena adresa e-pošte na comp.nus.edu.sg
Lovro VrčekPhD Student, Genome Institute of Singapore, A*STARPotvrđena adresa e-pošte na gis.a-star.edu.sg
Kai WangNational University of Singapore (Be Different)Potvrđena adresa e-pošte na u.nus.edu
Wee Sun LeeProfessor, Department of Computer Science, National University of SingaporePotvrđena adresa e-pošte na comp.nus.edu.sg
Camille CouprieResearch scientist at Facebook AI ResearchPotvrđena adresa e-pošte na esiee.fr

Prati

Xavier Bresson

Assoc Prof of Computer Science, NUS & Distinguished Researcher at Element Inc

Potvrđena adresa e-pošte na nus.edu.sg - Početna stranica

Graph Neural Networks Deep Learning Theory Large Language Models Graph Theory Optimization


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Convolutional neural networks on graphs with fast localized spectral filtering M Defferrard, X Bresson, P Vandergheynst Advances in neural information processing systems 29, 2016	10364	2016
Benchmarking graph neural networks VP Dwivedi, CK Joshi, T Laurent, Y Bengio, X Bresson Journal of Machine Learning Research (JMLR), 2020	1226	2020
Fast global minimization of the active contour/snake model X Bresson, S Esedoḡlu, P Vandergheynst, JP Thiran, S Osher Journal of Mathematical Imaging and vision 28 (2), 151-167, 2007	1207	2007
Structured sequence modeling with graph convolutional recurrent networks Y Seo, M Defferrard, P Vandergheynst, X Bresson Neural information processing: 25th international conference, ICONIP 2018 …, 2018	1058	2018
A generalization of transformer networks to graphs VP Dwivedi, X Bresson arXiv preprint arXiv:2012.09699, 2020	922	2020
Cayleynets: Graph convolutional neural networks with complex rational spectral filters R Levie, F Monti, X Bresson, MM Bronstein IEEE Transactions on Signal Processing 67 (1), 97-109, 2018	858	2018
Bregmanized nonlocal regularization for deconvolution and sparse reconstruction X Zhang, M Burger, X Bresson, S Osher SIAM journal on imaging sciences 3 (3), 253-276, 2010	812	2010
Geometric matrix completion with recurrent multi-graph neural networks F Monti, M Bronstein, X Bresson Advances in neural information processing systems 30, 2017	695	2017
Geometric applications of the split Bregman method: segmentation and surface reconstruction T Goldstein, X Bresson, S Osher Journal of scientific computing 45, 272-293, 2010	600	2010
Fma: A dataset for music analysis M Defferrard, K Benzi, P Vandergheynst, X Bresson arXiv preprint arXiv:1612.01840, 2016	585	2016
Residual gated graph convnets X Bresson, T Laurent arXiv preprint arXiv:1711.07553, 2017	549	2017
An efficient graph convolutional network technique for the travelling salesman problem CK Joshi, T Laurent, X Bresson arXiv preprint arXiv:1906.01227, 2019	505	2019
Fast dual minimization of the vectorial total variation norm and applications to color image processing X Bresson, TF Chan Inverse problems and imaging 2 (4), 455-484, 2008	472	2008
Graph neural networks with learnable structural and positional representations VP Dwivedi, AT Luu, T Laurent, Y Bengio, X Bresson International Conference on Learning Representations (ICLR) 2022, 2021	391	2021
Local histogram based segmentation using the Wasserstein distance K Ni, X Bresson, T Chan, S Esedoglu International journal of computer vision 84, 97-111, 2009	317	2009
Matrix completion on graphs V Kalofolias, X Bresson, M Bronstein, P Vandergheynst arXiv preprint arXiv:1408.1717, 2014	260	2014
Completely convex formulation of the Chan-Vese image segmentation model ES Brown, TF Chan, X Bresson International journal of computer vision 98, 103-121, 2012	235	2012
A variational model for object segmentation using boundary information and shape prior driven by the Mumford-Shah functional X Bresson, P Vandergheynst, JP Thiran International Journal of Computer Vision 68, 145-162, 2006	222	2006
Evaluation and comparison of current fetal ultrasound image segmentation methods for biometric measurements: a grand challenge S Rueda, S Fathima, CL Knight, M Yaqub, AT Papageorghiou, ... IEEE Transactions on medical imaging 33 (4), 797-813, 2013	188	2013
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning X He, X Bresson, T Laurent, A Perold, Y LeCun, B Hooi International Conference on Learning Representations (ICLR) 2024, 2023	173*	2023

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