Michael M. Bronstein
Orcid: 0000-0002-1262-7252Affiliations:
- University of Oxford, UK
- Imperial College London, Department of Computing, UK
- Technion - Israel Institute of Technology, Haifa, Israel
According to our database1,
Michael M. Bronstein
authored at least 286 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on cs.ox.ac.uk
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Nat. Mac. Intell., 2024
On the Impact of Sample Size in Reconstructing Noisy Graph Signals: A Theoretical Characterisation.
CoRR, 2024
CoRR, 2024
Message-Passing Monte Carlo: Generating low-discrepancy point sets via Graph Neural Networks.
CoRR, 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications.
Medical Image Anal., August, 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Topological, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023
Proceedings of the International Conference on Machine Learning, 2023
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Matching 3D Facial Shape to Demographic Properties by Geometric Metric Learning: A Part-Based Approach.
IEEE Trans. Biom. Behav. Identity Sci., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Int. J. Comput. Vis., 2022
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications.
CoRR, 2022
RECOVER: sequential model optimization platform for combination drug repurposing identifies novel synergistic compounds in vitro.
CoRR, 2022
IEEE Access, 2022
Proceedings of the Topological, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
On the Unreasonable Effectiveness of Feature Propagation in Learning on Graphs With Missing Node Features.
Proceedings of the Learning on Graphs Conference, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Neural Diffusion PDEs, Differential Geometry, and Graph Neural Networks.
Proceedings of the 2nd International Conference on Image Processing and Vision Engineering, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 43rd Annual Conference of the European Association for Computer Graphics, 2022
2021
J. Sci. Comput., 2021
J. Mach. Learn. Res., 2021
Int. J. Comput. Vis., 2021
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales.
CoRR, 2021
Comput. Graph. Forum, 2021
Briefings Bioinform., 2021
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021
Proceedings of the RecSys Challenge 2021: Proceedings of the Recommender Systems Challenge 2021, 2021
RecSys 2021 Challenge Workshop: Fairness-aware engagement prediction at scale on Twitter's Home Timeline.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
IEEE Signal Process. Mag., 2020
IEEE Trans. Pattern Anal. Mach. Intell., 2020
CoRR, 2020
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters.
IEEE Trans. Signal Process., 2019
CoRR, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 40th Annual Conference of the European Association for Computer Graphics, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the 30th British Machine Vision Conference 2019, 2019
Proceedings of the 12th Eurographics Workshop on 3D Object Retrieval, 2019
2018
Proceedings of the 16th Eurographics Symposium on Geometry Processing, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Data Science Workshop, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
IEEE Signal Process. Mag., 2017
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 10th Eurographics Workshop on 3D Object Retrieval, 2017
Proceedings of the 2017 International Conference on 3D Vision, 2017
Proceedings of the 2017 International Conference on 3D Vision, 2017
2016
Comput. Graph. Forum, 2016
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016 - Courses, 2016
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016 - Courses, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 37th Annual Conference of the European Association for Computer Graphics, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 9th Eurographics Workshop on 3D Object Retrieval, 2016
Proceedings of the 9th Eurographics Workshop on 3D Object Retrieval, 2016
Proceedings of the Fourth International Conference on 3D Vision, 2016
Proceedings of the Fourth International Conference on 3D Vision, 2016
Proceedings of the Fourth International Conference on 3D Vision, 2016
Proceedings of the Perspectives in Shape Analysis, 2016
2015
Proceedings of the Handbook of Mathematical Methods in Imaging, 2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks.
Comput. Graph. Forum, 2015
Comput. Graph. Forum, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the International Conference on Biometrics, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Proceedings of the Registration and Recognition in Images and Videos, 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
Comput. Graph. Forum, 2014
Comput. Graph. Forum, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Quantifying 3D Shape Similarity Using Maps: Recent Trends, Applications and Perspectives.
Proceedings of the 35th Annual Conference of the European Association for Computer Graphics, 2014
Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014
Coulomb Shapes: Using Electrostatic Forces for Deformation-invariant Shape Representation.
Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014
2013
CoRR, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the Innovations for Shape Analysis, Models and Algorithms, 2013
Proceedings of the Innovations for Shape Analysis, Models and Algorithms, 2013
2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
Proceedings of the 33rd Annual Conference of the European Association for Computer Graphics, 2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 5th Eurographics Workshop on 3D Object Retrieval, 2012
Proceedings of the 5th Eurographics Workshop on 3D Object Retrieval, 2012
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012
Proceedings of the 3D Imaging, Analysis and Applications, 2012
2011
ACM Trans. Graph., 2011
Lazy Sliding Window Implementation of the Bilateral Filter on Parallel Architectures.
IEEE Trans. Image Process., 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Diffusion framework for geometric and photometric data fusion in non-rigid shape analysis
CoRR, 2011
Comput. Graph., 2011
Proceedings of the Outdoor and Large-Scale Real-World Scene Analysis - 15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26, 2011
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
Group-Valued Regularization Framework for Motion Segmentation of Dynamic Non-rigid Shapes.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011
2010
Int. J. Comput. Vis., 2010
A Gromov-Hausdorff Framework with Diffusion Geometry for Topologically-Robust Non-rigid Shape Matching.
Int. J. Comput. Vis., 2010
Proceedings of the ACM workshop on 3D object retrieval, 2010
Proceedings of the Computer Vision, 2010
Proceedings of the Computer Vision, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Data fusion through cross-modality metric learning using similarity-sensitive hashing.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010
Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010
Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010
2009
Monographs in Computer Science, Springer, ISBN: 978-0-387-73301-2, 2009
IPSJ Trans. Comput. Vis. Appl., 2009
Int. J. Comput. Vis., 2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
2008
ACM Trans. Graph., 2008
Proceedings of the Computer Vision, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
PhD thesis, 2007
IEEE Trans. Vis. Comput. Graph., 2007
J. Comput. Phys., 2007
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2006
SIAM J. Sci. Comput., 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06., 2006
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006
Matching Two-Dimensional Articulated Shapes Using Generalized Multidimensional Scaling.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006
2005
Quasi maximum likelihood MIMO blind deconvolution: Super- and sub-Gaussianity versus consistency.
IEEE Trans. Signal Process., 2005
IEEE Trans. Image Process., 2005
Int. J. Imaging Syst. Technol., 2005
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
2004
Signal Process., 2004
Quasi-Maximum Likelihood Blind Deconvolution of Images Acquired Through Scattering Media.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Optimal sparse representations for blind source separation and blind deconvolution: a learning approach.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Computer Vision, 2004
2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003
2002
IEEE Trans. Medical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Iterative reconstruction in diffraction tomography using nonuniform fast Fourier transform.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002