Xavier Bresson
Orcid: 0000-0002-7109-461X
According to our database1,
Xavier Bresson
authored at least 89 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering.
CoRR, 2024
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching.
CoRR, 2024
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification.
CoRR, 2024
2023
Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman Problem.
CoRR, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
2019
CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters.
IEEE Trans. Signal Process., 2019
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem.
CoRR, 2019
2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 International Conference on Cyberworlds, 2018
2017
Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems.
NeuroImage, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017
2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Song recommendation with non-negative matrix factorization and graph total variation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
An efficient total variation algorithm for super-resolution in fetal brain MRI with adaptive regularization.
NeuroImage, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge.
IEEE Trans. Medical Imaging, 2014
Fast Geodesic Active Fields for Image Registration Based on Splitting and Augmented Lagrangian Approaches.
IEEE Trans. Image Process., 2014
Multi-class Transductive Learning Based on ℓ 1 Relaxations of Cheeger Cut and Mumford-Shah-Potts Model.
J. Math. Imaging Vis., 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
2013
IEEE Trans. Image Process., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
2012
IEEE Trans. Image Process., 2012
Int. J. Comput. Vis., 2012
TV-SVM: Total Variation Support Vector Machine for Semi-Supervised Data Classification
CoRR, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
2011
IEEE Trans. Image Process., 2011
IEEE Trans. Image Process., 2011
Active deformation fields: Dense deformation field estimation for atlas-based segmentation using the active contour framework.
Medical Image Anal., 2011
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011
An efficient segmentation method for ultrasound images based on a semi-supervised approach and patch-based features.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2010
SIAM J. Imaging Sci., 2010
Geometric Applications of the Split Bregman Method: Segmentation and Surface Reconstruction.
J. Sci. Comput., 2010
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
2009
Int. J. Comput. Vis., 2009
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009
2008
An Active Contour-Based Atlas Registration Model Applied to Automatic Subthalamic Nucleus Targeting on MRI: Method and Validation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Representing Diffusion MRI in 5-D Simplifies Regularization and Segmentation of White Matter Tracts.
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Image Process., 2007
Signal Process., 2007
J. Math. Imaging Vis., 2007
Proceedings of the International Conference on Image Processing, 2007
Registration of multiple regions derived from the optical flow model and the active contour framework.
Proceedings of the 15th European Signal Processing Conference, 2007
2006
A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional.
Int. J. Comput. Vis., 2006
Proceedings of the International Conference on Image Processing, 2006
Dense deformation field estimation for atlas registration using the active contour framework.
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Medical Image Anal., 2005
Representing Diffusion MRI in 5D for Segmentation of White Matter Tracts with a Level Set Method.
Proceedings of the Information Processing in Medical Imaging, 2005
2003
A priori information in image segmentation: energy functional based on shape statistical model and image information.
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the Computer Aided Systems Theory, 2003
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002