Xavier Bresson

引用先

	すべて	2020 年以来
引用	25797	18182
h 指標	49	34
i10 指標	85	54

4600

2300

1150

3450

200820092010201120122013201420152016201720182019202020212022202320242025115 213 322 373 514 598 530 619 613 714 1050 1690 2306 2945 3535 4007 4552 831

オープンアクセス

すべて表示

34 件の論文

0 件の論文*

利用可能

利用不可

助成機関の要件に基づく

共著者

Pierre VandergheynstProfessor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)確認したメールアドレス: epfl.ch
Thomas LaurentProfessor of Mathematics, Loyola Marymount University確認したメールアドレス: lmu.edu
Michaël DefferrardResearch Scientist, AI Research, Qualcomm確認したメールアドレス: qti.qualcomm.com
Michael BronsteinDeepMind Professor of AI, University of Oxford / Scientific Director, AITHYRA確認したメールアドレス: cs.ox.ac.uk
T F ChanPresident, King Abdullah University of Science & Technology確認したメールアドレス: kaust.edu.sa
S osher確認したメールアドレス: math.ucla.edu
Patric HagmannProfessor of Radiology, University Hospital Lausanne, Switzerland確認したメールアドレス: chuv.ch
Vijay Prakash DwivediPostdoc, Stanford University確認したメールアドレス: stanford.edu
Arthur SzlamDeepMind確認したメールアドレス: google.com
Xiaoxin HePhD student, National University of Singapore確認したメールアドレス: u.nus.edu
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFAR確認したメールアドレス: umontreal.ca
Yann LeCunChief AI Scientist at Facebook & JT Schwarz Professor at the Courant Institute, New York University確認したメールアドレス: cs.nyu.edu
Tom GoldsteinVolpi-Cupal Professor of Computer Science, University of Maryland確認したメールアドレス: cs.umd.edu
Ron LevieFaculty of Mathematics, Technion – Israel Institute of Technology確認したメールアドレス: technion.ac.il
Stefano SoattoProfessor of Computer Science, UCLA; Vice President, AWS AI確認したメールアドレス: ucla.edu
Yang YouPresidential Young Professor, National University of Singapore確認したメールアドレス: comp.nus.edu.sg
Lovro VrčekPhD Student, Genome Institute of Singapore, A*STAR確認したメールアドレス: gis.a-star.edu.sg
Victor Kai WangNational University of Singapore (Be Different)確認したメールアドレス: u.nus.edu
Wee Sun LeeProfessor, Department of Computer Science, National University of Singapore確認したメールアドレス: comp.nus.edu.sg
Camille CouprieResearch scientist at Facebook AI Research確認したメールアドレス: esiee.fr

フォロー

Xavier Bresson

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

確認したメールアドレス: nus.edu.sg - ホームページ

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


タイトル引用回数順公開年順タイトル順	引用先引用先	年
Convolutional neural networks on graphs with fast localized spectral filtering M Defferrard, X Bresson, P Vandergheynst Advances in neural information processing systems 29, 2016	10450	2016
Benchmarking graph neural networks VP Dwivedi, CK Joshi, T Laurent, Y Bengio, X Bresson Journal of Machine Learning Research (JMLR), 2020	1259	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	1067	2018
A generalization of transformer networks to graphs VP Dwivedi, X Bresson arXiv preprint arXiv:2012.09699, 2020	949	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	865	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	813	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	592	2016
Residual gated graph convnets X Bresson, T Laurent arXiv preprint arXiv:1711.07553, 2017	560	2017
An efficient graph convolutional network technique for the travelling salesman problem CK Joshi, T Laurent, X Bresson arXiv preprint arXiv:1906.01227, 2019	521	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	473	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	412	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	261	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	185*	2023

現在システムで処理を実行できません。しばらくしてからもう一度お試しください。

論文 1–20

年間引用数

重複した引用

結合された引用

共著者を追加共著者

フォロー

引用先

共著者