Alexander M. Bronstein
Orcid: 0000-0001-9699-8730Affiliations:
- Technion - Israel Institute of Technology, Department of Computer Science
- Tel Aviv University, School of Electrical Engineering
According to our database1,
Alexander M. Bronstein
authored at least 260 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2018, "For contributions to three-dimensional geometric processing in imaging".
Timeline
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Online presence:
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Bibliography
2024
2023
Proc. VLDB Endow., November, 2023
ACM Trans. Knowl. Discov. Data, May, 2023
Appl. Intell., April, 2023
Designing Nonlinear Photonic Crystals for High-Dimensional Quantum State Engineering.
CoRR, 2023
CoRR, 2023
Proceedings of the 14th International Conference on Network of the Future, 2023
Proceedings of the Medical Imaging with Deep Learning, 2023
Towards Predicting Fine Finger Motions from Ultrasound Images via Kinematic Representation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference.
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023
2022
Pattern Recognit. Lett., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Multim. Tools Appl., 2022
CoRR, 2022
Random Search Hyper-Parameter Tuning: Expected Improvement Estimation and the Corresponding Lower Bound.
CoRR, 2022
Intra-class low-rank regularization for supervised and semi-supervised cross-modal retrieval.
Appl. Intell., 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ACCV 2022, 2022
2021
Pattern Recognit. Lett., 2021
Delta-GAN-Encoder: Encoding Semantic Changes for Explicit Image Editing, using Few Synthetic Samples.
CoRR, 2021
Inverse Design of Quantum Holograms in Three-Dimensional Nonlinear Photonic Crystals.
CoRR, 2021
Proceedings of the Mathematical and Scientific Machine Learning, 2021
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Vis. Comput. Graph., 2020
Corrections to "Deep Neural Networks With Random Gaussian Weights: A Universal Classification Strategy?".
IEEE Trans. Signal Process., 2020
IEEE Trans. Pattern Anal. Mach. Intell., 2020
CoRR, 2020
Data-Driven Prediction of Embryo Implantation Probability Using IVF Time-lapse Imaging.
CoRR, 2020
StarNet: towards weakly supervised few-shot detection and explainable few-shot classification.
CoRR, 2020
CoRR, 2020
Comput. Graph. Forum, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Machine Learning for Medical Image Reconstruction, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 8th International Conference on 3D Vision, 2020
2019
ACM Trans. Comput. Syst., 2019
IEEE Trans. Image Process., 2019
Towards Learning of Filter-Level Heterogeneous Compression of Convolutional Neural Networks.
CoRR, 2019
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the Machine Learning for Health Workshop, 2019
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
Beholder-Gan: Generation and Beautification of Facial Images with Conditioning on Their Beauty Level.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection.
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 IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the 12th Eurographics Workshop on 3D Object Retrieval, 2019
Correspondence-Free Region Localization for Partial Shape Similarity via Hamiltonian Spectrum Alignment.
Proceedings of the 2019 International Conference on 3D Vision, 2019
2018
IEEE Trans. Signal Process., 2018
IEEE Trans. Image Process., 2018
IEEE Trans. Computational Imaging, 2018
Efficient non-uniform quantizer for quantized neural network targeting reconfigurable hardware.
CoRR, 2018
CoRR, 2018
RepMet: Representative-based metric learning for classification and one-shot object detection.
CoRR, 2018
Proceedings of the 16th Eurographics Symposium on Geometry Processing, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Machine Learning for Medical Image Reconstruction, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Geometry and Learning in 3D Shape Processing Problems.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018
ForestHash: Semantic Hashing with Shallow Random Forests and Tiny Convolutional Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Comput. Vis. Image Underst., 2017
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Product Manifold Filter: Non-rigid Shape Correspondence via Kernel Density Estimation in the Product Space.
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
2016
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?
IEEE Trans. Signal Process., 2016
SIAM J. Imaging Sci., 2016
FPGA system for real-time computational extended depth of field imaging using phase aperture coding.
CoRR, 2016
Comput. Graph. Forum, 2016
EAI Endorsed Trans. Ambient Syst., 2016
RealSense = real heart rate: Illumination invariant heart rate estimation from videos.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016
A picture is worth a billion bits: Real-time image reconstruction from dense binary threshold pixels.
Proceedings of the 2016 IEEE International Conference on Computational Photography, 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
IEEE Trans. Pattern Anal. Mach. Intell., 2015
A Picture is Worth a Billion Bits: Real-Time Image Reconstruction from Dense Binary Pixels.
CoRR, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Probably Approximately Symmetric: Fast Rigid Symmetry Detection With Global Guarantees.
Comput. Graph. Forum, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Sparse null space basis pursuit and analysis dictionary learning for high-dimensional data analysis.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015
2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
CoRR, 2014
Comput. Graph. Forum, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Supervised non-euclidean sparse NMF via bilevel optimization with applications to speech enhancement.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 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
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
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013
Proceedings of the IEEE International Conference on Acoustics, 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
Real-time Online Singing Voice Separation from Monaural Recordings Using Robust Low-rank Modeling.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 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 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 5th Eurographics Workshop on 3D Object Retrieval, 2012
Proceedings of the 3D Imaging, Analysis and Applications, 2012
2011
ACM Trans. Graph., 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 2011 International Conference on Document Analysis and Recognition, 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
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
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