Meirav Galun
19 papers · 2006–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (39) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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(3)
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(15)
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Keyword Pioneer
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(99)
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Renaissance Researcher
(5)
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Conference Pioneer
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Research topics
Machine Learning
(12)
Computer Vision
(10)
Deep Learning
(9)
Mathematics & Optimization
(9)
Optimization & Theory
(9)
Analysis
(8)
Architectures
(8)
Core Methods
(6)
Optimization
(6)
Mathematics
(5)
Processing
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Bayesian & Probabilistic
(2)
Foundations
(2)
Keywords
structure from motion
(7)
neural tangent kernel
(5)
kernel methods
(3)
multi-view geometry
(3)
essential matrix
(3)
fundamental matrix
(3)
camera pose
(3)
eigenvalue decay
(2)
camera matrix
(2)
numerical solver
(2)
residual network
(2)
gaussian process
(2)
outlier detection
(2)
reproducing kernel hilbert space
(2)
3d vision
(1)
spectral clustering
(1)
theoretical limitations
(1)
graph theory
(1)
image segmentation
(1)
learning theory
(1)
Papers
RESfM: Robust Deep Equivariant Structure from Motion
ICLR 2025
Consensus Learning with Deep Sets for Essential Matrix Estimation
NeurIPS 2024
Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks
JMLR 2024
A Kernel Perspective of Skip Connections in Convolutional Networks
ICLR 2023
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels
NeurIPS 2022
Deep Permutation Equivariant Structure From Motion
ICCV 2021
Averaging Essential and Fundamental Matrices in Collinear Camera Settings
CVPR 2020
Frequency Bias in Neural Networks for Input of Non-Uniform Density
ICML 2020
Learning Algebraic Multigrid Using Graph Neural Networks
ICML 2020
Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance
NeurIPS 2020
On the Similarity between the Laplace and Neural Tangent Kernels
NeurIPS 2020
Algebraic Characterization of Essential Matrices and Their Averaging in Multiview Settings
ICCV 2019
GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices
CVPR 2019
Learning to Optimize Multigrid PDE Solvers
ICML 2019
A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery
CVPR 2017
Fast Detection of Curved Edges at Low SNR
CVPR 2016
A Multiscale Variable-Grouping Framework for MRF Energy Minimization
ICCV 2015
Wide Baseline Stereo Matching With Convex Bounded Distortion Constraints
ICCV 2015
Fundamental Limitations of Spectral Clustering
NeurIPS 2006