Xavier Bresson · National University of Singapore

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Works122 from public data

TitleCited by

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
arXiv · 2016
1,693
Structured Sequence Modeling with Graph Convolutional Recurrent Networks
Lecture notes in computer science · 2018
1,015
Fast Global Minimization of the Active Contour/Snake Model
Journal of Mathematical Imaging and Vision · 2007
960
CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters
IEEE Transactions on Signal Processing · 2018
764
Bregmanized Nonlocal Regularization for Deconvolution and Sparse Reconstruction
SIAM Journal on Imaging Sciences · 2010
741
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks
neural information processing systems · 2017
557
Geometric Applications of the Split Bregman Method: Segmentation and Surface Reconstruction
Journal of Scientific Computing · 2009
492
Fast dual minimization of the vectorial total variation norm and applications to color image processing
Inverse Problems and Imaging · 2008
425
A Generalization of Transformer Networks to Graphs
arXiv · 2020
318
Local Histogram Based Segmentation Using the Wasserstein Distance
International Journal of Computer Vision · 2009
270
Residual Gated Graph ConvNets
arXiv · 2017
237
Benchmarking Graph Neural Networks
arXiv · 2020
224
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem
arXiv · 2019
200
Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge
IEEE Transactions on Medical Imaging · 2013
184
Completely Convex Formulation of the Chan-Vese Image Segmentation Model
International Journal of Computer Vision · 2011
173
An efficient total variation algorithm for super-resolution in fetal brain MRI with adaptive regularization
NeuroImage · 2015
163
A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional
International Journal of Computer Vision · 2006
159
A Generalization of ViT/MLP-Mixer to Graphs
arXiv · 2022
152
Matrix Completion on Graphs
arXiv · 2014
143
Robust Principal Component Analysis on Graphs
IEEE International Conference on Computer Vision (ICCV) · 2015
123
Nonlocal Mumford-Shah Regularizers for Color Image Restoration
IEEE Transactions on Image Processing · 2010
119
Multigraph Transformer for Free-Hand Sketch Recognition
IEEE Transactions on Neural Networks and Learning Systems · 2021
103
Total variation and cheeger cuts
International Conference on Machine Learning · 2010
102
Fma: A Dataset For Music Analysis.
Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2017
98
Multiclass Total Variation Clustering
Xavier Bresson, David Uminsky, Thomas Laurent, James H. Von Brecht
Neural Information Processing Systems · 2014
98

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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