Meirav Galun

According to our database, Meirav Galun authored at least 50 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Controlling the Inductive Bias of Wide Neural Networks by Modifying the Kernel's Spectrum.

Amnon Geifman, Daniel Barzilai, Ronen Basri, Meirav Galun

Trans. Mach. Learn. Res., 2024

Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks.

Yuval Belfer, Amnon Geifman, Meirav Galun, Ronen Basri

J. Mach. Learn. Res., 2024

On the Reconstruction of Training Data from Group Invariant Networks.

Ran Elbaz, Gilad Yehudai, Meirav Galun, Haggai Maron

CoRR, 2024

RESFM: Robust Equivariant Multiview Structure from Motion.

Fadi Khatib, Yoni Kasten, Dror Moran, Meirav Galun, Ronen Basri

CoRR, 2024

Consensus Learning with Deep Sets for Essential Matrix Estimation.

Dror Moran, Yuval Margalit, Guy Trostianetsky, Fadi Khatib, Meirav Galun, Ronen Basri

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Attention Based Multi-Label Classification of Diabetic Retinopathy from Optical Coherence Tomography.

Dan Segev, Ronen Basri, Tomer Batash, Itay Chowers, Daniel Harari, Rivkah Lender, Jaime Levi, Yahel Shwartz, Liran Tiosano, Shimon Ullman, Meirav Galun

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Kernel Perspective of Skip Connections in Convolutional Networks.

Daniel Barzilai, Amnon Geifman, Meirav Galun, Ronen Basri

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19.

Oz Frank, Nir Schipper, Mordehay Vaturi, Gino Soldati, Andrea Smargiassi, Riccardo Inchingolo, Elena Torri, Tiziano Perrone, Federico Mento, Libertario Demi, Meirav Galun, Yonina C. Eldar, Shai Bagon

IEEE Trans. Medical Imaging, 2022

GRelPose: Generalizable End-to-End Relative Camera Pose Regression.

Fadi Khatib, Yuval Margalit, Meirav Galun, Ronen Basri

CoRR, 2022

On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels.

Amnon Geifman, Meirav Galun, David Jacobs, Ronen Basri

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Segmenting microcalcifications in mammograms and its applications.

Roee Zamir, Shai Bagon, David Samocha, Yael Yagil, Ronen Basri, Miri Sklair-Levy, Meirav Galun

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Deep Permutation Equivariant Structure from Motion.

Dror Moran, Hodaya Koslowsky, Yoni Kasten, Haggai Maron, Meirav Galun, Ronen Basri

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Point of Care Image Analysis for COVID-19.

Daniel Yaron, Daphna Keidar, Elisha Goldstein, Yair Shachar, Ayelet Blass, Oz Frank, Nir Schipper, Nogah Shabshin, Ahuva Grubstein, Dror Suhami, Naama R. Bogot, Chedva S. Weiss, Eyal Sela, Amiel A. Dror, Mordehay Vaturi, Federico Mento, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Tiziano Perrone, Libertario Demi, Meirav Galun, Shai Bagon, Yishai M. Elyada, Yonina C. Eldar

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

On Detection of Faint Edges in Noisy Images.

Nati Ofir, Meirav Galun, Sharon Alpert, Achi Brandt, Boaz Nadler, Ronen Basri

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance.

Lior Yariv, Yoni Kasten, Dror Moran, Meirav Galun, Matan Atzmon, Ronen Basri, Yaron Lipman

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

On the Similarity between the Laplace and Neural Tangent Kernels.

Amnon Geifman, Abhay Kumar Yadav, Yoni Kasten, Meirav Galun, David W. Jacobs, Ronen Basri

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning Algebraic Multigrid Using Graph Neural Networks.

Ilay Luz, Meirav Galun, Haggai Maron, Ronen Basri, Irad Yavneh

Proceedings of the 37th International Conference on Machine Learning, 2020

Frequency Bias in Neural Networks for Input of Non-Uniform Density.

Ronen Basri, Meirav Galun, Amnon Geifman, David W. Jacobs, Yoni Kasten, Shira Kritchman

Proceedings of the 37th International Conference on Machine Learning, 2020

Averaging Essential and Fundamental Matrices in Collinear Camera Settings.

Amnon Geifman, Yoni Kasten, Meirav Galun, Ronen Basri

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Resultant Based Incremental Recovery of Camera Pose From Pairwise Matches.

Yoni Kasten, Meirav Galun, Ronen Basri

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Learning to Optimize Multigrid PDE Solvers.

Daniel Greenfeld, Meirav Galun, Ronen Basri, Irad Yavneh, Ron Kimmel

Proceedings of the 36th International Conference on Machine Learning, 2019

Algebraic Characterization of Essential Matrices and Their Averaging in Multiview Settings.

Yoni Kasten, Amnon Geifman, Meirav Galun, Ronen Basri

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices.

Yoni Kasten, Amnon Geifman, Meirav Galun, Ronen Basri

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2017

Convolutional neural networks on surfaces via seamless toric covers.

Haggai Maron, Meirav Galun, Noam Aigerman, Miri Trope, Nadav Dym, Ersin Yumer, Vladimir G. Kim, Yaron Lipman

ACM Trans. Graph., 2017

A New Rank Constraint on Multi-view Fundamental Matrices, and Its Application to Camera Location Recovery.

Soumyadip Sengupta, Tal Amir, Meirav Galun, Tom Goldstein, David W. Jacobs, Amit Singer, Ronen Basri

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Accelerated quadratic proxy for geometric optimization.

Shahar Z. Kovalsky, Meirav Galun, Yaron Lipman

ACM Trans. Graph., 2016

Fast Detection of Curved Edges at Low SNR.

Nati Ofir, Meirav Galun, Boaz Nadler, Ronen Basri

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Detection of Long Edges on a Computational Budget: A Sublinear Approach.

Inbal Horev, Boaz Nadler, Ery Arias-Castro, Meirav Galun, Ronen Basri

SIAM J. Imaging Sci., 2015

A Multiscale Variable-Grouping Framework for MRF Energy Minimization.

Omer Meir, Meirav Galun, Stav Yagev, Ronen Basri, Irad Yavneh

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Wide Baseline Stereo Matching with Convex Bounded Distortion Constraints.

Meirav Galun, Tal Amir, Tal Hassner, Ronen Basri, Yaron Lipman

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2012

Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration.

Sharon Alpert, Meirav Galun, Achi Brandt, Ronen Basri

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Viewpoint-aware object detection and continuous pose estimation.

Daniel Glasner, Meirav Galun, Sharon Alpert, Ronen Basri, Gregory Shakhnarovich

Image Vis. Comput., 2012

A Multiscale Framework for Challenging Discrete Optimization

Shai Bagon, Meirav Galun

CoRR, 2012

A Unified Multiscale Framework for Discrete Energy Minimization

Shai Bagon, Meirav Galun

CoRR, 2012

2011

Large Scale Correlation Clustering Optimization

Shai Bagon, Meirav Galun

CoRR, 2011

Viewpoint-aware object detection and pose estimation.

Daniel Glasner, Meirav Galun, Sharon Alpert, Ronen Basri, Gregory Shakhnarovich

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Efficient Multilevel Eigensolvers with Applications to Data Analysis Tasks.

Dan Kushnir, Meirav Galun, Achi Brandt

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Detecting Faint Curved Edges in Noisy Images.

Sharon Alpert, Meirav Galun, Boaz Nadler, Ronen Basri

Proceedings of the Computer Vision, 2010

Detecting and sketching the common.

Shai Bagon, Or Brostovski, Meirav Galun, Michal Irani

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Automatic Segmentation and Classification of Multiple Sclerosis in Multichannel MRI.

Ayelet Akselrod-Ballin, Meirav Galun, Moshe John Gomori, Massimo Filippi, Paola Valsasina, Ronen Basri, Achi Brandt

IEEE Trans. Biomed. Eng., 2009

2007

Prior Knowledge Driven Multiscale Segmentation of Brain MRI.

Ayelet Akselrod-Ballin, Meirav Galun, Moshe John Gomori, Achi Brandt, Ronen Basri

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Multiscale Edge Detection and Fiber Enhancement Using Differences of Oriented Means.

Meirav Galun, Ronen Basri, Achi Brandt

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006

Fast multiscale clustering and manifold identification.

Dan Kushnir, Meirav Galun, Achi Brandt

Pattern Recognit., 2006

Shape Representation and Classification Using the Poisson Equation.

Lena Gorelick, Meirav Galun, Eitan Sharon, Ronen Basri, Achi Brandt

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Fundamental Limitations of Spectral Clustering.

Boaz Nadler, Meirav Galun

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Atlas Guided Identification of Brain Structures by Combining 3D Segmentation and SVM Classification.

Ayelet Akselrod-Ballin, Meirav Galun, Moshe John Gomori, Ronen Basri, Achi Brandt

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

An Integrated Segmentation and Classification Approach Applied to Multiple Sclerosis Analysis.

Ayelet Akselrod-Ballin, Meirav Galun, Ronen Basri, Achi Brandt, Moshe John Gomori, Massimo Filippi, Paola Valsasina

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

Multiscale Segmentation by Combining Motion and Intensity Cues.

Meirav Galun, Alexander Apartsin, Ronen Basri

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2003

Texture Segmentation by Multiscale Aggregation of Filter Responses and Shape Elements.

Meirav Galun, Eitan Sharon, Ronen Basri, Achi Brandt

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2000

A Fast and Accurate Multilevel Inversion of the Radon Transform.

Achi Brandt, Jordan Mann, Matvei Brodski, Meirav Galun

SIAM J. Appl. Math., 2000